Task 5748003
| Name | ParityMachine-1624572557-26662-3_0 |
| Workunit | 3579680 |
| Created | 10 Jul 2021, 1:36:08 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 17 Jul 2021, 20:59:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 13 min 49 sec |
| CPU time | 1 hours 13 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.57 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1625 | loss: 0.0311473 | val_loss: 0.0311612 | Time: 1945.35 ms
[2021-07-17 20:05:16 main:581] : INFO : Epoch 1626 | loss: 0.031147 | val_loss: 0.0311641 | Time: 1936.98 ms
[2021-07-17 20:05:18 main:581] : INFO : Epoch 1627 | loss: 0.0311459 | val_loss: 0.0311671 | Time: 1824.55 ms
[2021-07-17 20:05:20 main:581] : INFO : Epoch 1628 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 2370.39 ms
[2021-07-17 20:05:23 main:581] : INFO : Epoch 1629 | loss: 0.0311477 | val_loss: 0.031162 | Time: 2289.77 ms
[2021-07-17 20:05:25 main:581] : INFO : Epoch 1630 | loss: 0.0311498 | val_loss: 0.0311605 | Time: 2149.67 ms
[2021-07-17 20:05:28 main:581] : INFO : Epoch 1631 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 3140.38 ms
[2021-07-17 20:05:30 main:581] : INFO : Epoch 1632 | loss: 0.0311509 | val_loss: 0.0311649 | Time: 2438.23 ms
[2021-07-17 20:05:33 main:581] : INFO : Epoch 1633 | loss: 0.0311508 | val_loss: 0.0311631 | Time: 2601.42 ms
[2021-07-17 20:05:35 main:581] : INFO : Epoch 1634 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 2530 ms
[2021-07-17 20:05:39 main:581] : INFO : Epoch 1635 | loss: 0.0311485 | val_loss: 0.0311614 | Time: 3110.23 ms
[2021-07-17 20:05:41 main:581] : INFO : Epoch 1636 | loss: 0.0311473 | val_loss: 0.0311638 | Time: 2825.51 ms
[2021-07-17 20:05:44 main:581] : INFO : Epoch 1637 | loss: 0.0311467 | val_loss: 0.0311629 | Time: 2412.94 ms
[2021-07-17 20:05:46 main:581] : INFO : Epoch 1638 | loss: 0.031148 | val_loss: 0.0311683 | Time: 2404.62 ms
[2021-07-17 20:05:49 main:581] : INFO : Epoch 1639 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 2337.51 ms
[2021-07-17 20:05:51 main:581] : INFO : Epoch 1640 | loss: 0.031145 | val_loss: 0.0311625 | Time: 2670.75 ms
[2021-07-17 20:05:53 main:581] : INFO : Epoch 1641 | loss: 0.0311467 | val_loss: 0.0311625 | Time: 1896.47 ms
[2021-07-17 20:05:55 main:581] : INFO : Epoch 1642 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 1873.11 ms
[2021-07-17 20:05:57 main:581] : INFO : Epoch 1643 | loss: 0.0311467 | val_loss: 0.0311614 | Time: 1924.41 ms
[2021-07-17 20:05:59 main:581] : INFO : Epoch 1644 | loss: 0.0311484 | val_loss: 0.0311663 | Time: 1956.3 ms
[2021-07-17 20:06:01 main:581] : INFO : Epoch 1645 | loss: 0.0311486 | val_loss: 0.031166 | Time: 1990.45 ms
[2021-07-17 20:06:03 main:581] : INFO : Epoch 1646 | loss: 0.0311474 | val_loss: 0.031161 | Time: 2015.93 ms
[2021-07-17 20:06:05 main:581] : INFO : Epoch 1647 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 1948.16 ms
[2021-07-17 20:06:07 main:581] : INFO : Epoch 1648 | loss: 0.0311469 | val_loss: 0.0311618 | Time: 1789.94 ms
[2021-07-17 20:06:08 main:581] : INFO : Epoch 1649 | loss: 0.0311479 | val_loss: 0.0311621 | Time: 1794.56 ms
[2021-07-17 20:06:10 main:581] : INFO : Epoch 1650 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 1848.52 ms
[2021-07-17 20:06:12 main:581] : INFO : Epoch 1651 | loss: 0.0311491 | val_loss: 0.0311614 | Time: 1951.7 ms
[2021-07-17 20:06:14 main:581] : INFO : Epoch 1652 | loss: 0.0311516 | val_loss: 0.0311573 | Time: 1912.85 ms
[2021-07-17 20:06:16 main:581] : INFO : Epoch 1653 | loss: 0.0311466 | val_loss: 0.0311566 | Time: 1985.97 ms
[2021-07-17 20:06:18 main:581] : INFO : Epoch 1654 | loss: 0.0311448 | val_loss: 0.0311609 | Time: 1982.06 ms
[2021-07-17 20:06:20 main:581] : INFO : Epoch 1655 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 2019.22 ms
[2021-07-17 20:06:22 main:581] : INFO : Epoch 1656 | loss: 0.0311443 | val_loss: 0.0311574 | Time: 2008.3 ms
[2021-07-17 20:06:24 main:581] : INFO : Epoch 1657 | loss: 0.0311442 | val_loss: 0.0311568 | Time: 1966.25 ms
[2021-07-17 20:06:26 main:581] : INFO : Epoch 1658 | loss: 0.031145 | val_loss: 0.0311542 | Time: 1909.57 ms
[2021-07-17 20:06:28 main:581] : INFO : Epoch 1659 | loss: 0.0311443 | val_loss: 0.0311604 | Time: 1907.54 ms
[2021-07-17 20:06:30 main:581] : INFO : Epoch 1660 | loss: 0.0311446 | val_loss: 0.0311552 | Time: 1809.83 ms
[2021-07-17 20:06:31 main:581] : INFO : Epoch 1661 | loss: 0.0311421 | val_loss: 0.0311543 | Time: 1556.13 ms
[2021-07-17 20:06:33 main:581] : INFO : Epoch 1662 | loss: 0.0311425 | val_loss: 0.0311554 | Time: 1880.87 ms
[2021-07-17 20:06:35 main:581] : INFO : Epoch 1663 | loss: 0.0311427 | val_loss: 0.031155 | Time: 1855.14 ms
[2021-07-17 20:06:37 main:581] : INFO : Epoch 1664 | loss: 0.0311438 | val_loss: 0.0311551 | Time: 1781.57 ms
[2021-07-17 20:06:39 main:581] : INFO : Epoch 1665 | loss: 0.0311419 | val_loss: 0.0311515 | Time: 1991.01 ms
[2021-07-17 20:06:42 main:581] : INFO : Epoch 1666 | loss: 0.0311413 | val_loss: 0.0311511 | Time: 3085.32 ms
[2021-07-17 20:06:45 main:581] : INFO : Epoch 1667 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 3291.37 ms
[2021-07-17 20:06:47 main:581] : INFO : Epoch 1668 | loss: 0.0311419 | val_loss: 0.0311509 | Time: 1987.29 ms
[2021-07-17 20:06:49 main:581] : INFO : Epoch 1669 | loss: 0.0311454 | val_loss: 0.0311553 | Time: 1950.6 ms
[2021-07-17 20:06:51 main:581] : INFO : Epoch 1670 | loss: 0.0311508 | val_loss: 0.0311593 | Time: 2367.19 ms
[2021-07-17 20:06:53 main:581] : INFO : Epoch 1671 | loss: 0.0311509 | val_loss: 0.0311627 | Time: 1808 ms
[2021-07-17 20:06:55 main:581] : INFO : Epoch 1672 | loss: 0.0311509 | val_loss: 0.031154 | Time: 1899.67 ms
[2021-07-17 20:06:57 main:581] : INFO : Epoch 1673 | loss: 0.0311506 | val_loss: 0.0311547 | Time: 1793.37 ms
[2021-07-17 20:06:59 main:581] : INFO : Epoch 1674 | loss: 0.0311511 | val_loss: 0.0311511 | Time: 1903.22 ms
[2021-07-17 20:07:01 main:581] : INFO : Epoch 1675 | loss: 0.0311486 | val_loss: 0.0311537 | Time: 1772.62 ms
[2021-07-17 20:07:03 main:581] : INFO : Epoch 1676 | loss: 0.0311477 | val_loss: 0.0311521 | Time: 1926.36 ms
[2021-07-17 20:07:05 main:581] : INFO : Epoch 1677 | loss: 0.0311479 | val_loss: 0.0311536 | Time: 2064.24 ms
[2021-07-17 20:07:07 main:581] : INFO : Epoch 1678 | loss: 0.0311466 | val_loss: 0.0311511 | Time: 1976.23 ms
[2021-07-17 20:07:09 main:581] : INFO : Epoch 1679 | loss: 0.0311479 | val_loss: 0.0311556 | Time: 1945.06 ms
[2021-07-17 20:07:10 main:581] : INFO : Epoch 1680 | loss: 0.0311474 | val_loss: 0.0311523 | Time: 1870.36 ms
[2021-07-17 20:07:12 main:581] : INFO : Epoch 1681 | loss: 0.0311457 | val_loss: 0.0311536 | Time: 1921.11 ms
[2021-07-17 20:07:14 main:581] : INFO : Epoch 1682 | loss: 0.031145 | val_loss: 0.0311529 | Time: 1991.07 ms
[2021-07-17 20:07:16 main:581] : INFO : Epoch 1683 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 1912.3 ms
[2021-07-17 20:07:18 main:581] : INFO : Epoch 1684 | loss: 0.0311442 | val_loss: 0.0311524 | Time: 1876.18 ms
[2021-07-17 20:07:21 main:581] : INFO : Epoch 1685 | loss: 0.0311434 | val_loss: 0.0311492 | Time: 2677 ms
[2021-07-17 20:07:23 main:581] : INFO : Epoch 1686 | loss: 0.0311433 | val_loss: 0.0311479 | Time: 2103.64 ms
[2021-07-17 20:07:25 main:581] : INFO : Epoch 1687 | loss: 0.0311404 | val_loss: 0.0311498 | Time: 1907.51 ms
[2021-07-17 20:07:27 main:581] : INFO : Epoch 1688 | loss: 0.0311411 | val_loss: 0.0311504 | Time: 1927.8 ms
[2021-07-17 20:07:29 main:581] : INFO : Epoch 1689 | loss: 0.0311407 | val_loss: 0.0311497 | Time: 1905.78 ms
[2021-07-17 20:07:31 main:581] : INFO : Epoch 1690 | loss: 0.0311412 | val_loss: 0.0311525 | Time: 1876.54 ms
[2021-07-17 20:07:32 main:581] : INFO : Epoch 1691 | loss: 0.0311422 | val_loss: 0.0311496 | Time: 1942.39 ms
[2021-07-17 20:07:34 main:581] : INFO : Epoch 1692 | loss: 0.0311404 | val_loss: 0.0311501 | Time: 1989.12 ms
[2021-07-17 20:07:36 main:581] : INFO : Epoch 1693 | loss: 0.0311397 | val_loss: 0.0311483 | Time: 1930.01 ms
[2021-07-17 20:07:38 main:581] : INFO : Epoch 1694 | loss: 0.0311404 | val_loss: 0.0311561 | Time: 1948.44 ms
[2021-07-17 20:07:40 main:581] : INFO : Epoch 1695 | loss: 0.0311439 | val_loss: 0.0311543 | Time: 1812.52 ms
[2021-07-17 20:07:42 main:581] : INFO : Epoch 1696 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 1700.69 ms
[2021-07-17 20:07:44 main:581] : INFO : Epoch 1697 | loss: 0.0311407 | val_loss: 0.0311511 | Time: 1779.9 ms
[2021-07-17 20:07:46 main:581] : INFO : Epoch 1698 | loss: 0.0311413 | val_loss: 0.0311536 | Time: 1933.44 ms
[2021-07-17 20:07:47 main:581] : INFO : Epoch 1699 | loss: 0.0311413 | val_loss: 0.031153 | Time: 1861.78 ms
SIGSEGV: segmentation violation
Stack trace (38 frames):
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x5562353dbf9c]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f23e173b730]
/lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7f2363055d57]
/lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f2363055eba]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x5562353d7b25]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x5562353d7bee]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f23e173b730]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x185ddd)[0x7f23457e9ddd]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x15eb23)[0x7f23457c2b23]
/lib/x86_64-linux-gnu/libcuda.so.1(cuEventRecord+0x55)[0x7f2345887865]
./libcudnn_adv_infer.so.8(+0x331c98)[0x7f22c1741c98]
./libcudnn_adv_infer.so.8(+0x377a3b)[0x7f22c1787a3b]
./libcudnn_adv_infer.so.8(+0x7794c)[0x7f22c148794c]
./libcudnn_adv_infer.so.8(+0xe89f)[0x7f22c141e89f]
./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7f22c14628c7]
./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7f22ac61661e]
./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7f2363e23a64]
./libtorch_cuda.so(+0x85face)[0x7f2363e6dace]
./libtorch_cuda.so(+0x895988)[0x7f2363ea3988]
./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7f23dc3dc51c]
./libtorch_cpu.so(+0x21cf2d4)[0x7f23dd7a62d4]
./libtorch_cpu.so(+0x21edb28)[0x7f23dd7c4b28]
./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7f23dc3dc51c]
./libtorch_cuda.so(+0x80f0fd)[0x7f2363e1d0fd]
./libtorch_cuda.so(+0x80fb0a)[0x7f2363e1db0a]
./libtorch_cpu.so(+0x97fe93)[0x7f23dbf56e93]
./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7f23dbf3a9ba]
./libtorch_cpu.so(+0xeb0a96)[0x7f23dc487a96]
./libtorch_cpu.so(+0x22e3c92)[0x7f23dd8bac92]
./libtorch_cpu.so(+0xedd579)[0x7f23dc4b4579]
./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7f23dc3b9ee1]
./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7f23de3234ca]
./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7f23de323630]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x5562350f0fa8]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x5562350f80e6]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x5562350e8d10]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7f236304009b]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x5562350e475a]
Exiting...
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce RTX 2080 Ti)
[2021-07-17 22:46:17 main:442] : INFO : Set logging level to 1
[2021-07-17 22:46:17 main:448] : INFO : Running in BOINC Client mode
[2021-07-17 22:46:17 main:451] : INFO : Resolving all filenames
[2021-07-17 22:46:17 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-07-17 22:46:17 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624572557-26662-3_0_r1332181029_1 (exists = 1)
[2021-07-17 22:46:17 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624572557-26662-3_0_r1332181029_0 (exists = 0)
[2021-07-17 22:46:17 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624572557-26662-3 (exists = 1)
[2021-07-17 22:46:17 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-07-17 22:46:17 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-07-17 22:46:17 main:481] : INFO : Configuration:
[2021-07-17 22:46:17 main:482] : INFO : Model type: GRU
[2021-07-17 22:46:17 main:483] : INFO : Validation Loss Threshold: 0.0001
[2021-07-17 22:46:17 main:484] : INFO : Max Epochs: 2048
[2021-07-17 22:46:17 main:485] : INFO : Batch Size: 128
[2021-07-17 22:46:17 main:486] : INFO : Learning Rate: 0.01
[2021-07-17 22:46:17 main:487] : INFO : Patience: 10
[2021-07-17 22:46:17 main:488] : INFO : Hidden Width: 12
[2021-07-17 22:46:17 main:489] : INFO : # Recurrent Layers: 4
[2021-07-17 22:46:17 main:490] : INFO : # Backend Layers: 4
[2021-07-17 22:46:17 main:491] : INFO : # Threads: 1
[2021-07-17 22:46:17 main:493] : INFO : Preparing Dataset
[2021-07-17 22:46:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:21 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-07-17 22:46:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-07-17 22:46:21 main:501] : INFO : Creating Model
[2021-07-17 22:46:21 main:514] : INFO : Preparing config file
[2021-07-17 22:46:21 main:518] : INFO : Found checkpoint, attempting to load...
[2021-07-17 22:46:21 main:519] : INFO : Loading config
[2021-07-17 22:46:21 main:521] : INFO : Loading state
[2021-07-17 22:46:23 main:566] : INFO : Loading DataLoader into Memory
[2021-07-17 22:46:23 main:569] : INFO : Starting Training
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce RTX 2080 Ti)
[2021-07-17 22:46:30 main:442] : INFO : Set logging level to 1
[2021-07-17 22:46:30 main:448] : INFO : Running in BOINC Client mode
[2021-07-17 22:46:30 main:451] : INFO : Resolving all filenames
[2021-07-17 22:46:30 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-07-17 22:46:30 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624572557-26662-3_0_r1332181029_1 (exists = 1)
[2021-07-17 22:46:30 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624572557-26662-3_0_r1332181029_0 (exists = 0)
[2021-07-17 22:46:30 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624572557-26662-3 (exists = 1)
[2021-07-17 22:46:30 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-07-17 22:46:30 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-07-17 22:46:30 main:481] : INFO : Configuration:
[2021-07-17 22:46:30 main:482] : INFO : Model type: GRU
[2021-07-17 22:46:30 main:483] : INFO : Validation Loss Threshold: 0.0001
[2021-07-17 22:46:30 main:484] : INFO : Max Epochs: 2048
[2021-07-17 22:46:30 main:485] : INFO : Batch Size: 128
[2021-07-17 22:46:30 main:486] : INFO : Learning Rate: 0.01
[2021-07-17 22:46:30 main:487] : INFO : Patience: 10
[2021-07-17 22:46:30 main:488] : INFO : Hidden Width: 12
[2021-07-17 22:46:30 main:489] : INFO : # Recurrent Layers: 4
[2021-07-17 22:46:30 main:490] : INFO : # Backend Layers: 4
[2021-07-17 22:46:30 main:491] : INFO : # Threads: 1
[2021-07-17 22:46:30 main:493] : INFO : Preparing Dataset
[2021-07-17 22:46:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-07-17 22:46:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 22:46:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-07-17 22:46:34 main:501] : INFO : Creating Model
[2021-07-17 22:46:34 main:514] : INFO : Preparing config file
[2021-07-17 22:46:34 main:518] : INFO : Found checkpoint, attempting to load...
[2021-07-17 22:46:34 main:519] : INFO : Loading config
[2021-07-17 22:46:34 main:521] : INFO : Loading state
[2021-07-17 22:46:36 main:566] : INFO : Loading DataLoader into Memory
[2021-07-17 22:46:36 main:569] : INFO : Starting Training
[2021-07-17 22:46:40 main:581] : INFO : Epoch 1700 | loss: 0.0313253 | val_loss: 0.031185 | Time: 4098.73 ms
[2021-07-17 22:46:42 main:581] : INFO : Epoch 1701 | loss: 0.0311643 | val_loss: 0.0311631 | Time: 2527.54 ms
[2021-07-17 22:46:45 main:581] : INFO : Epoch 1702 | loss: 0.0311463 | val_loss: 0.03115 | Time: 2639.89 ms
[2021-07-17 22:46:47 main:581] : INFO : Epoch 1703 | loss: 0.0311402 | val_loss: 0.0311528 | Time: 1847.16 ms
[2021-07-17 22:46:49 main:581] : INFO : Epoch 1704 | loss: 0.0311409 | val_loss: 0.0311539 | Time: 1951.16 ms
[2021-07-17 22:46:51 main:581] : INFO : Epoch 1705 | loss: 0.0311425 | val_loss: 0.0311562 | Time: 1931.84 ms
[2021-07-17 22:46:53 main:581] : INFO : Epoch 1706 | loss: 0.0311426 | val_loss: 0.0311488 | Time: 2277.15 ms
[2021-07-17 22:46:55 main:581] : INFO : Epoch 1707 | loss: 0.0311404 | val_loss: 0.0311534 | Time: 2553.33 ms
[2021-07-17 22:46:58 main:581] : INFO : Epoch 1708 | loss: 0.031141 | val_loss: 0.0311544 | Time: 2535.91 ms
[2021-07-17 22:47:01 main:581] : INFO : Epoch 1709 | loss: 0.0311425 | val_loss: 0.0311551 | Time: 3146.12 ms
[2021-07-17 22:47:05 main:581] : INFO : Epoch 1710 | loss: 0.0311404 | val_loss: 0.0311517 | Time: 4181.77 ms
[2021-07-17 22:47:09 main:581] : INFO : Epoch 1711 | loss: 0.0311411 | val_loss: 0.0311503 | Time: 3849.91 ms
[2021-07-17 22:47:13 main:581] : INFO : Epoch 1712 | loss: 0.031142 | val_loss: 0.0311535 | Time: 4123.6 ms
[2021-07-17 22:47:16 main:581] : INFO : Epoch 1713 | loss: 0.0311452 | val_loss: 0.0311496 | Time: 3091.02 ms
[2021-07-17 22:47:19 main:581] : INFO : Epoch 1714 | loss: 0.031144 | val_loss: 0.0311561 | Time: 2860.83 ms
[2021-07-17 22:47:21 main:581] : INFO : Epoch 1715 | loss: 0.0311456 | val_loss: 0.0311523 | Time: 2041.71 ms
[2021-07-17 22:47:23 main:581] : INFO : Epoch 1716 | loss: 0.0311424 | val_loss: 0.0311528 | Time: 1863.97 ms
[2021-07-17 22:47:25 main:581] : INFO : Epoch 1717 | loss: 0.0311411 | val_loss: 0.0311513 | Time: 1978.27 ms
[2021-07-17 22:47:27 main:581] : INFO : Epoch 1718 | loss: 0.0311395 | val_loss: 0.0311526 | Time: 2070.1 ms
[2021-07-17 22:47:30 main:581] : INFO : Epoch 1719 | loss: 0.0311396 | val_loss: 0.0311527 | Time: 2818.92 ms
[2021-07-17 22:47:33 main:581] : INFO : Epoch 1720 | loss: 0.0311402 | val_loss: 0.0311567 | Time: 2953.01 ms
[2021-07-17 22:47:36 main:581] : INFO : Epoch 1721 | loss: 0.031139 | val_loss: 0.0311549 | Time: 3019.75 ms
[2021-07-17 22:47:38 main:581] : INFO : Epoch 1722 | loss: 0.0311379 | val_loss: 0.0311534 | Time: 2000.26 ms
[2021-07-17 22:47:40 main:581] : INFO : Epoch 1723 | loss: 0.0311403 | val_loss: 0.0311534 | Time: 2107.19 ms
[2021-07-17 22:47:43 main:581] : INFO : Epoch 1724 | loss: 0.0311408 | val_loss: 0.0311546 | Time: 2802.96 ms
[2021-07-17 22:47:45 main:581] : INFO : Epoch 1725 | loss: 0.0311419 | val_loss: 0.0311552 | Time: 2403.89 ms
[2021-07-17 22:47:47 main:581] : INFO : Epoch 1726 | loss: 0.0311414 | val_loss: 0.0311542 | Time: 2018.31 ms
[2021-07-17 22:47:50 main:581] : INFO : Epoch 1727 | loss: 0.0311425 | val_loss: 0.0311548 | Time: 2378.95 ms
[2021-07-17 22:47:54 main:581] : INFO : Epoch 1728 | loss: 0.0311427 | val_loss: 0.0311569 | Time: 4366.26 ms
[2021-07-17 22:47:57 main:581] : INFO : Epoch 1729 | loss: 0.0311441 | val_loss: 0.0311536 | Time: 2820.26 ms
[2021-07-17 22:47:59 main:581] : INFO : Epoch 1730 | loss: 0.031144 | val_loss: 0.0311517 | Time: 1967.2 ms
[2021-07-17 22:48:01 main:581] : INFO : Epoch 1731 | loss: 0.0311428 | val_loss: 0.0311541 | Time: 1970.9 ms
[2021-07-17 22:48:03 main:581] : INFO : Epoch 1732 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 2006.76 ms
[2021-07-17 22:48:05 main:581] : INFO : Epoch 1733 | loss: 0.0311415 | val_loss: 0.0311573 | Time: 1958 ms
[2021-07-17 22:48:07 main:581] : INFO : Epoch 1734 | loss: 0.0311417 | val_loss: 0.0311538 | Time: 1980.85 ms
[2021-07-17 22:48:09 main:581] : INFO : Epoch 1735 | loss: 0.0311434 | val_loss: 0.031158 | Time: 1990.73 ms
[2021-07-17 22:48:11 main:581] : INFO : Epoch 1736 | loss: 0.0311477 | val_loss: 0.0311551 | Time: 1897.84 ms
[2021-07-17 22:48:14 main:581] : INFO : Epoch 1737 | loss: 0.0311452 | val_loss: 0.0311554 | Time: 3244.19 ms
[2021-07-17 22:48:17 main:581] : INFO : Epoch 1738 | loss: 0.0311446 | val_loss: 0.0311536 | Time: 3091.13 ms
[2021-07-17 22:48:20 main:581] : INFO : Epoch 1739 | loss: 0.0311427 | val_loss: 0.0311535 | Time: 2991.28 ms
[2021-07-17 22:48:23 main:581] : INFO : Epoch 1740 | loss: 0.0311439 | val_loss: 0.031156 | Time: 3130.06 ms
[2021-07-17 22:48:25 main:581] : INFO : Epoch 1741 | loss: 0.0311431 | val_loss: 0.0311557 | Time: 1998.05 ms
[2021-07-17 22:48:27 main:581] : INFO : Epoch 1742 | loss: 0.0311422 | val_loss: 0.0311554 | Time: 1939.45 ms
[2021-07-17 22:48:29 main:581] : INFO : Epoch 1743 | loss: 0.0311441 | val_loss: 0.031156 | Time: 2031.92 ms
[2021-07-17 22:48:31 main:581] : INFO : Epoch 1744 | loss: 0.0311439 | val_loss: 0.0311552 | Time: 2037.77 ms
[2021-07-17 22:48:33 main:581] : INFO : Epoch 1745 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 2005.79 ms
[2021-07-17 22:48:35 main:581] : INFO : Epoch 1746 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 1925.72 ms
[2021-07-17 22:48:37 main:581] : INFO : Epoch 1747 | loss: 0.0311414 | val_loss: 0.0311531 | Time: 2029.69 ms
[2021-07-17 22:48:39 main:581] : INFO : Epoch 1748 | loss: 0.0311419 | val_loss: 0.0311531 | Time: 1943.92 ms
[2021-07-17 22:48:41 main:581] : INFO : Epoch 1749 | loss: 0.0311413 | val_loss: 0.0311519 | Time: 2370.86 ms
[2021-07-17 22:48:44 main:581] : INFO : Epoch 1750 | loss: 0.0311413 | val_loss: 0.0311511 | Time: 2486.65 ms
[2021-07-17 22:48:47 main:581] : INFO : Epoch 1751 | loss: 0.0311406 | val_loss: 0.0311529 | Time: 3008.64 ms
[2021-07-17 22:48:49 main:581] : INFO : Epoch 1752 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 2038.85 ms
[2021-07-17 22:48:51 main:581] : INFO : Epoch 1753 | loss: 0.0311388 | val_loss: 0.0311568 | Time: 2022.85 ms
[2021-07-17 22:48:53 main:581] : INFO : Epoch 1754 | loss: 0.0311416 | val_loss: 0.0311558 | Time: 2174.99 ms
[2021-07-17 22:48:55 main:581] : INFO : Epoch 1755 | loss: 0.0311399 | val_loss: 0.0311546 | Time: 2328.39 ms
[2021-07-17 22:48:59 main:581] : INFO : Epoch 1756 | loss: 0.0311386 | val_loss: 0.0311534 | Time: 3273.14 ms
[2021-07-17 22:49:01 main:581] : INFO : Epoch 1757 | loss: 0.0311413 | val_loss: 0.0311553 | Time: 2585.73 ms
[2021-07-17 22:49:03 main:581] : INFO : Epoch 1758 | loss: 0.031142 | val_loss: 0.0311534 | Time: 1986.41 ms
[2021-07-17 22:49:06 main:581] : INFO : Epoch 1759 | loss: 0.0311407 | val_loss: 0.0311532 | Time: 2222.65 ms
[2021-07-17 22:49:08 main:581] : INFO : Epoch 1760 | loss: 0.0311396 | val_loss: 0.0311552 | Time: 2412.83 ms
[2021-07-17 22:49:10 main:581] : INFO : Epoch 1761 | loss: 0.0311381 | val_loss: 0.0311503 | Time: 2311.6 ms
[2021-07-17 22:49:15 main:581] : INFO : Epoch 1762 | loss: 0.0311371 | val_loss: 0.0311498 | Time: 4445.23 ms
[2021-07-17 22:49:17 main:581] : INFO : Epoch 1763 | loss: 0.0311373 | val_loss: 0.0311531 | Time: 2403.39 ms
[2021-07-17 22:49:19 main:581] : INFO : Epoch 1764 | loss: 0.0311383 | val_loss: 0.0311515 | Time: 1958.65 ms
[2021-07-17 22:49:21 main:581] : INFO : Epoch 1765 | loss: 0.0311377 | val_loss: 0.0311557 | Time: 1853.5 ms
[2021-07-17 22:49:23 main:581] : INFO : Epoch 1766 | loss: 0.0311399 | val_loss: 0.031154 | Time: 1909.31 ms
[2021-07-17 22:49:25 main:581] : INFO : Epoch 1767 | loss: 0.0311378 | val_loss: 0.0311518 | Time: 1933.16 ms
[2021-07-17 22:49:27 main:581] : INFO : Epoch 1768 | loss: 0.0311392 | val_loss: 0.0311563 | Time: 1966.1 ms
[2021-07-17 22:49:29 main:581] : INFO : Epoch 1769 | loss: 0.0311404 | val_loss: 0.0311504 | Time: 1932.01 ms
[2021-07-17 22:49:31 main:581] : INFO : Epoch 1770 | loss: 0.0311385 | val_loss: 0.03115 | Time: 1966.75 ms
[2021-07-17 22:49:34 main:581] : INFO : Epoch 1771 | loss: 0.0311399 | val_loss: 0.031151 | Time: 3557.6 ms
[2021-07-17 22:49:37 main:581] : INFO : Epoch 1772 | loss: 0.0311401 | val_loss: 0.0311566 | Time: 2512.58 ms
[2021-07-17 22:49:39 main:581] : INFO : Epoch 1773 | loss: 0.0311408 | val_loss: 0.0311504 | Time: 2057.36 ms
[2021-07-17 22:49:41 main:581] : INFO : Epoch 1774 | loss: 0.0311436 | val_loss: 0.0311515 | Time: 2048.06 ms
[2021-07-17 22:49:44 main:581] : INFO : Epoch 1775 | loss: 0.0311437 | val_loss: 0.0311563 | Time: 3088.07 ms
[2021-07-17 22:49:47 main:581] : INFO : Epoch 1776 | loss: 0.0311431 | val_loss: 0.0311498 | Time: 2837.11 ms
[2021-07-17 22:49:49 main:581] : INFO : Epoch 1777 | loss: 0.0311424 | val_loss: 0.0311505 | Time: 2212.86 ms
[2021-07-17 22:49:51 main:581] : INFO : Epoch 1778 | loss: 0.0311428 | val_loss: 0.0311508 | Time: 1916.68 ms
[2021-07-17 22:49:53 main:581] : INFO : Epoch 1779 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 1912.32 ms
[2021-07-17 22:49:55 main:581] : INFO : Epoch 1780 | loss: 0.0311448 | val_loss: 0.0311547 | Time: 1894.71 ms
[2021-07-17 22:49:57 main:581] : INFO : Epoch 1781 | loss: 0.031144 | val_loss: 0.0311506 | Time: 1943.1 ms
[2021-07-17 22:49:59 main:581] : INFO : Epoch 1782 | loss: 0.031143 | val_loss: 0.0311511 | Time: 2018.56 ms
[2021-07-17 22:50:01 main:581] : INFO : Epoch 1783 | loss: 0.0311437 | val_loss: 0.0311561 | Time: 1998.63 ms
[2021-07-17 22:50:03 main:581] : INFO : Epoch 1784 | loss: 0.031147 | val_loss: 0.0311535 | Time: 2051.08 ms
[2021-07-17 22:50:05 main:581] : INFO : Epoch 1785 | loss: 0.031142 | val_loss: 0.0311536 | Time: 2014.86 ms
[2021-07-17 22:50:07 main:581] : INFO : Epoch 1786 | loss: 0.0311431 | val_loss: 0.0311516 | Time: 1986.85 ms
[2021-07-17 22:50:09 main:581] : INFO : Epoch 1787 | loss: 0.031141 | val_loss: 0.0311533 | Time: 1925.36 ms
[2021-07-17 22:50:11 main:581] : INFO : Epoch 1788 | loss: 0.0311417 | val_loss: 0.0311529 | Time: 1912.41 ms
[2021-07-17 22:50:13 main:581] : INFO : Epoch 1789 | loss: 0.0311401 | val_loss: 0.0311507 | Time: 2102.4 ms
[2021-07-17 22:50:15 main:581] : INFO : Epoch 1790 | loss: 0.0311393 | val_loss: 0.0311507 | Time: 2093.54 ms
[2021-07-17 22:50:17 main:581] : INFO : Epoch 1791 | loss: 0.0311398 | val_loss: 0.0311509 | Time: 1965.91 ms
[2021-07-17 22:50:19 main:581] : INFO : Epoch 1792 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 1924.07 ms
[2021-07-17 22:50:21 main:581] : INFO : Epoch 1793 | loss: 0.0311397 | val_loss: 0.0311495 | Time: 2038.21 ms
[2021-07-17 22:50:23 main:581] : INFO : Epoch 1794 | loss: 0.0311384 | val_loss: 0.0311508 | Time: 2039.44 ms
[2021-07-17 22:50:25 main:581] : INFO : Epoch 1795 | loss: 0.0311386 | val_loss: 0.0311515 | Time: 2003.9 ms
[2021-07-17 22:50:27 main:581] : INFO : Epoch 1796 | loss: 0.0311388 | val_loss: 0.03115 | Time: 1962.36 ms
[2021-07-17 22:50:29 main:581] : INFO : Epoch 1797 | loss: 0.0311376 | val_loss: 0.0311496 | Time: 1920.83 ms
[2021-07-17 22:50:31 main:581] : INFO : Epoch 1798 | loss: 0.0311376 | val_loss: 0.0311505 | Time: 1972.08 ms
[2021-07-17 22:50:32 main:581] : INFO : Epoch 1799 | loss: 0.031138 | val_loss: 0.0311555 | Time: 1873.96 ms
[2021-07-17 22:50:34 main:581] : INFO : Epoch 1800 | loss: 0.0311389 | val_loss: 0.0311497 | Time: 1854.86 ms
[2021-07-17 22:50:36 main:581] : INFO : Epoch 1801 | loss: 0.0311383 | val_loss: 0.0311499 | Time: 1818.37 ms
[2021-07-17 22:50:38 main:581] : INFO : Epoch 1802 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 1983.02 ms
[2021-07-17 22:50:40 main:581] : INFO : Epoch 1803 | loss: 0.031139 | val_loss: 0.0311491 | Time: 1972.93 ms
[2021-07-17 22:50:42 main:581] : INFO : Epoch 1804 | loss: 0.0311365 | val_loss: 0.0311528 | Time: 2118.47 ms
[2021-07-17 22:50:44 main:581] : INFO : Epoch 1805 | loss: 0.0311382 | val_loss: 0.0311483 | Time: 1994.59 ms
[2021-07-17 22:50:47 main:581] : INFO : Epoch 1806 | loss: 0.0311358 | val_loss: 0.0311519 | Time: 2373.9 ms
[2021-07-17 22:50:49 main:581] : INFO : Epoch 1807 | loss: 0.0311401 | val_loss: 0.0311516 | Time: 1966.7 ms
[2021-07-17 22:50:51 main:581] : INFO : Epoch 1808 | loss: 0.0311415 | val_loss: 0.0311553 | Time: 2024.7 ms
[2021-07-17 22:50:52 main:581] : INFO : Epoch 1809 | loss: 0.031139 | val_loss: 0.0311511 | Time: 1767.42 ms
[2021-07-17 22:50:54 main:581] : INFO : Epoch 1810 | loss: 0.0311378 | val_loss: 0.0311524 | Time: 1841.24 ms
[2021-07-17 22:50:56 main:581] : INFO : Epoch 1811 | loss: 0.0311376 | val_loss: 0.0311524 | Time: 1970.39 ms
[2021-07-17 22:50:58 main:581] : INFO : Epoch 1812 | loss: 0.0311383 | val_loss: 0.0311546 | Time: 1936.01 ms
[2021-07-17 22:51:00 main:581] : INFO : Epoch 1813 | loss: 0.0311383 | val_loss: 0.0311533 | Time: 1961.01 ms
[2021-07-17 22:51:02 main:581] : INFO : Epoch 1814 | loss: 0.0311403 | val_loss: 0.0311526 | Time: 2077.4 ms
[2021-07-17 22:51:04 main:581] : INFO : Epoch 1815 | loss: 0.03114 | val_loss: 0.0311544 | Time: 1976.54 ms
[2021-07-17 22:51:06 main:581] : INFO : Epoch 1816 | loss: 0.0311399 | val_loss: 0.0311491 | Time: 1993.89 ms
[2021-07-17 22:51:08 main:581] : INFO : Epoch 1817 | loss: 0.0311377 | val_loss: 0.0311488 | Time: 1971.31 ms
[2021-07-17 22:51:10 main:581] : INFO : Epoch 1818 | loss: 0.0311379 | val_loss: 0.0311496 | Time: 1867.1 ms
[2021-07-17 22:51:12 main:581] : INFO : Epoch 1819 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 2138.49 ms
[2021-07-17 22:51:15 main:581] : INFO : Epoch 1820 | loss: 0.0311406 | val_loss: 0.0311498 | Time: 2611.52 ms
[2021-07-17 22:51:17 main:581] : INFO : Epoch 1821 | loss: 0.0311398 | val_loss: 0.0311482 | Time: 2126.67 ms
[2021-07-17 22:51:19 main:581] : INFO : Epoch 1822 | loss: 0.0311383 | val_loss: 0.0311463 | Time: 2028.3 ms
[2021-07-17 22:51:21 main:581] : INFO : Epoch 1823 | loss: 0.0311367 | val_loss: 0.0311485 | Time: 2028.5 ms
[2021-07-17 22:51:23 main:581] : INFO : Epoch 1824 | loss: 0.0311372 | val_loss: 0.0311511 | Time: 2216.21 ms
[2021-07-17 22:51:25 main:581] : INFO : Epoch 1825 | loss: 0.031137 | val_loss: 0.0311491 | Time: 2017.49 ms
[2021-07-17 22:51:27 main:581] : INFO : Epoch 1826 | loss: 0.0311355 | val_loss: 0.0311479 | Time: 2037.92 ms
[2021-07-17 22:51:29 main:581] : INFO : Epoch 1827 | loss: 0.0311359 | val_loss: 0.0311497 | Time: 1865.63 ms
[2021-07-17 22:51:31 main:581] : INFO : Epoch 1828 | loss: 0.0311376 | val_loss: 0.0311492 | Time: 1830.49 ms
[2021-07-17 22:51:33 main:581] : INFO : Epoch 1829 | loss: 0.0311376 | val_loss: 0.031152 | Time: 1930.52 ms
[2021-07-17 22:51:35 main:581] : INFO : Epoch 1830 | loss: 0.0311379 | val_loss: 0.031151 | Time: 1984.86 ms
[2021-07-17 22:51:37 main:581] : INFO : Epoch 1831 | loss: 0.0311364 | val_loss: 0.0311505 | Time: 1977.39 ms
[2021-07-17 22:51:39 main:581] : INFO : Epoch 1832 | loss: 0.031139 | val_loss: 0.0311528 | Time: 2043.77 ms
[2021-07-17 22:51:41 main:581] : INFO : Epoch 1833 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 1999.57 ms
[2021-07-17 22:51:43 main:581] : INFO : Epoch 1834 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1949.18 ms
[2021-07-17 22:51:45 main:581] : INFO : Epoch 1835 | loss: 0.0311447 | val_loss: 0.0311627 | Time: 2012.53 ms
[2021-07-17 22:51:47 main:581] : INFO : Epoch 1836 | loss: 0.0311458 | val_loss: 0.0311596 | Time: 1840.92 ms
[2021-07-17 22:51:48 main:581] : INFO : Epoch 1837 | loss: 0.031145 | val_loss: 0.0311558 | Time: 1804.9 ms
[2021-07-17 22:51:50 main:581] : INFO : Epoch 1838 | loss: 0.0311466 | val_loss: 0.0311542 | Time: 2051.58 ms
[2021-07-17 22:51:53 main:581] : INFO : Epoch 1839 | loss: 0.0311445 | val_loss: 0.0311538 | Time: 2119.16 ms
[2021-07-17 22:51:56 main:581] : INFO : Epoch 1840 | loss: 0.0311439 | val_loss: 0.0311539 | Time: 3411.66 ms
[2021-07-17 22:51:59 main:581] : INFO : Epoch 1841 | loss: 0.0311448 | val_loss: 0.0311545 | Time: 2593.02 ms
[2021-07-17 22:52:02 main:581] : INFO : Epoch 1842 | loss: 0.0311438 | val_loss: 0.0311535 | Time: 3750.95 ms
[2021-07-17 22:52:05 main:581] : INFO : Epoch 1843 | loss: 0.0311426 | val_loss: 0.0311551 | Time: 2398.62 ms
[2021-07-17 22:52:07 main:581] : INFO : Epoch 1844 | loss: 0.0311422 | val_loss: 0.031155 | Time: 2376.69 ms
[2021-07-17 22:52:09 main:581] : INFO : Epoch 1845 | loss: 0.0311401 | val_loss: 0.0311559 | Time: 2416.62 ms
[2021-07-17 22:52:12 main:581] : INFO : Epoch 1846 | loss: 0.0311397 | val_loss: 0.0311574 | Time: 2026.88 ms
[2021-07-17 22:52:13 main:581] : INFO : Epoch 1847 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 1886.4 ms
[2021-07-17 22:52:15 main:581] : INFO : Epoch 1848 | loss: 0.0311388 | val_loss: 0.0311549 | Time: 1841.22 ms
[2021-07-17 22:52:17 main:581] : INFO : Epoch 1849 | loss: 0.0311381 | val_loss: 0.031156 | Time: 1912.87 ms
[2021-07-17 22:52:19 main:581] : INFO : Epoch 1850 | loss: 0.0311374 | val_loss: 0.0311566 | Time: 2017.33 ms
[2021-07-17 22:52:21 main:581] : INFO : Epoch 1851 | loss: 0.0311385 | val_loss: 0.0311574 | Time: 2026.69 ms
[2021-07-17 22:52:23 main:581] : INFO : Epoch 1852 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 1956.98 ms
[2021-07-17 22:52:25 main:581] : INFO : Epoch 1853 | loss: 0.0311374 | val_loss: 0.0311567 | Time: 2033.98 ms
[2021-07-17 22:52:27 main:581] : INFO : Epoch 1854 | loss: 0.0311374 | val_loss: 0.0311535 | Time: 2027.57 ms
[2021-07-17 22:52:29 main:581] : INFO : Epoch 1855 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 2029.84 ms
[2021-07-17 22:52:31 main:581] : INFO : Epoch 1856 | loss: 0.031136 | val_loss: 0.0311527 | Time: 1950 ms
[2021-07-17 22:52:33 main:581] : INFO : Epoch 1857 | loss: 0.0311357 | val_loss: 0.0311565 | Time: 1863.14 ms
[2021-07-17 22:52:35 main:581] : INFO : Epoch 1858 | loss: 0.0311383 | val_loss: 0.0311549 | Time: 1974.63 ms
[2021-07-17 22:52:37 main:581] : INFO : Epoch 1859 | loss: 0.0311393 | val_loss: 0.0311539 | Time: 1965.43 ms
[2021-07-17 22:52:39 main:581] : INFO : Epoch 1860 | loss: 0.0311385 | val_loss: 0.0311534 | Time: 1877.29 ms
[2021-07-17 22:52:41 main:581] : INFO : Epoch 1861 | loss: 0.0311393 | val_loss: 0.0311535 | Time: 1938.87 ms
[2021-07-17 22:52:43 main:581] : INFO : Epoch 1862 | loss: 0.0311399 | val_loss: 0.0311544 | Time: 2220.59 ms
[2021-07-17 22:52:47 main:581] : INFO : Epoch 1863 | loss: 0.0311388 | val_loss: 0.0311548 | Time: 3548.91 ms
[2021-07-17 22:52:50 main:581] : INFO : Epoch 1864 | loss: 0.0311389 | val_loss: 0.0311547 | Time: 3768.31 ms
[2021-07-17 22:52:54 main:581] : INFO : Epoch 1865 | loss: 0.0311405 | val_loss: 0.0311558 | Time: 3174 ms
[2021-07-17 22:52:56 main:581] : INFO : Epoch 1866 | loss: 0.031142 | val_loss: 0.0311616 | Time: 2005.47 ms
[2021-07-17 22:52:58 main:581] : INFO : Epoch 1867 | loss: 0.031149 | val_loss: 0.0311553 | Time: 1958.22 ms
[2021-07-17 22:52:59 main:581] : INFO : Epoch 1868 | loss: 0.031148 | val_loss: 0.031153 | Time: 1952.55 ms
[2021-07-17 22:53:01 main:581] : INFO : Epoch 1869 | loss: 0.0311479 | val_loss: 0.0311524 | Time: 1899.78 ms
[2021-07-17 22:53:03 main:581] : INFO : Epoch 1870 | loss: 0.0311482 | val_loss: 0.0311546 | Time: 1907.99 ms
[2021-07-17 22:53:05 main:581] : INFO : Epoch 1871 | loss: 0.0311463 | val_loss: 0.0311531 | Time: 1857.95 ms
[2021-07-17 22:53:07 main:581] : INFO : Epoch 1872 | loss: 0.0311449 | val_loss: 0.0311521 | Time: 2009.71 ms
[2021-07-17 22:53:09 main:581] : INFO : Epoch 1873 | loss: 0.0311449 | val_loss: 0.0311517 | Time: 1992.02 ms
[2021-07-17 22:53:11 main:581] : INFO : Epoch 1874 | loss: 0.0311446 | val_loss: 0.0311536 | Time: 1685.69 ms
[2021-07-17 22:53:12 main:581] : INFO : Epoch 1875 | loss: 0.031144 | val_loss: 0.0311539 | Time: 1600.95 ms
[2021-07-17 22:53:14 main:581] : INFO : Epoch 1876 | loss: 0.0311444 | val_loss: 0.0311532 | Time: 1959.85 ms
[2021-07-17 22:53:16 main:581] : INFO : Epoch 1877 | loss: 0.0311439 | val_loss: 0.0311544 | Time: 1970.48 ms
[2021-07-17 22:53:19 main:581] : INFO : Epoch 1878 | loss: 0.0311436 | val_loss: 0.0311552 | Time: 2870.47 ms
[2021-07-17 22:53:22 main:581] : INFO : Epoch 1879 | loss: 0.0311424 | val_loss: 0.0311553 | Time: 2439.13 ms
[2021-07-17 22:53:25 main:581] : INFO : Epoch 1880 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 3245.17 ms
[2021-07-17 22:53:28 main:581] : INFO : Epoch 1881 | loss: 0.0311422 | val_loss: 0.0311559 | Time: 2668.03 ms
[2021-07-17 22:53:29 main:581] : INFO : Epoch 1882 | loss: 0.0311437 | val_loss: 0.0311624 | Time: 1913.03 ms
[2021-07-17 22:53:32 main:581] : INFO : Epoch 1883 | loss: 0.0311432 | val_loss: 0.0311546 | Time: 2009.07 ms
[2021-07-17 22:53:34 main:581] : INFO : Epoch 1884 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 2049.1 ms
[2021-07-17 22:53:36 main:581] : INFO : Epoch 1885 | loss: 0.0311441 | val_loss: 0.0311558 | Time: 1976.04 ms
[2021-07-17 22:53:37 main:581] : INFO : Epoch 1886 | loss: 0.0311437 | val_loss: 0.0311542 | Time: 1960.68 ms
[2021-07-17 22:53:39 main:581] : INFO : Epoch 1887 | loss: 0.0311422 | val_loss: 0.0311539 | Time: 1957.53 ms
[2021-07-17 22:53:41 main:581] : INFO : Epoch 1888 | loss: 0.0311422 | val_loss: 0.0311552 | Time: 2025.38 ms
[2021-07-17 22:53:44 main:581] : INFO : Epoch 1889 | loss: 0.0311407 | val_loss: 0.0311559 | Time: 2512.33 ms
[2021-07-17 22:53:47 main:581] : INFO : Epoch 1890 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 3373.72 ms
[2021-07-17 22:53:50 main:581] : INFO : Epoch 1891 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 2305.82 ms
[2021-07-17 22:53:52 main:581] : INFO : Epoch 1892 | loss: 0.0311406 | val_loss: 0.0311538 | Time: 2664.47 ms
[2021-07-17 22:53:54 main:581] : INFO : Epoch 1893 | loss: 0.03114 | val_loss: 0.0311556 | Time: 2021.04 ms
[2021-07-17 22:53:56 main:581] : INFO : Epoch 1894 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 1996.15 ms
[2021-07-17 22:53:58 main:581] : INFO : Epoch 1895 | loss: 0.0311393 | val_loss: 0.0311561 | Time: 1874.35 ms
[2021-07-17 22:54:00 main:581] : INFO : Epoch 1896 | loss: 0.0311394 | val_loss: 0.0311577 | Time: 2012.12 ms
[2021-07-17 22:54:02 main:581] : INFO : Epoch 1897 | loss: 0.0311405 | val_loss: 0.0311562 | Time: 2024.53 ms
[2021-07-17 22:54:04 main:581] : INFO : Epoch 1898 | loss: 0.0311405 | val_loss: 0.031154 | Time: 2060.21 ms
[2021-07-17 22:54:08 main:581] : INFO : Epoch 1899 | loss: 0.0311414 | val_loss: 0.0311566 | Time: 3562.29 ms
[2021-07-17 22:54:11 main:581] : INFO : Epoch 1900 | loss: 0.0311398 | val_loss: 0.0311581 | Time: 3471.04 ms
[2021-07-17 22:54:16 main:581] : INFO : Epoch 1901 | loss: 0.0311398 | val_loss: 0.0311542 | Time: 4267.48 ms
[2021-07-17 22:54:19 main:581] : INFO : Epoch 1902 | loss: 0.0311386 | val_loss: 0.0311582 | Time: 3603.97 ms
[2021-07-17 22:54:22 main:581] : INFO : Epoch 1903 | loss: 0.0311396 | val_loss: 0.0311538 | Time: 2941.17 ms
[2021-07-17 22:54:24 main:581] : INFO : Epoch 1904 | loss: 0.0311393 | val_loss: 0.0311557 | Time: 2302.45 ms
[2021-07-17 22:54:27 main:581] : INFO : Epoch 1905 | loss: 0.0311371 | val_loss: 0.0311546 | Time: 2031.97 ms
[2021-07-17 22:54:29 main:581] : INFO : Epoch 1906 | loss: 0.0311372 | val_loss: 0.0311549 | Time: 2056.18 ms
[2021-07-17 22:54:31 main:581] : INFO : Epoch 1907 | loss: 0.0311362 | val_loss: 0.0311568 | Time: 2082.56 ms
[2021-07-17 22:54:33 main:581] : INFO : Epoch 1908 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 2073.88 ms
[2021-07-17 22:54:35 main:581] : INFO : Epoch 1909 | loss: 0.0311481 | val_loss: 0.0311558 | Time: 2019.75 ms
[2021-07-17 22:54:37 main:581] : INFO : Epoch 1910 | loss: 0.0311455 | val_loss: 0.0311511 | Time: 2077.56 ms
[2021-07-17 22:54:39 main:581] : INFO : Epoch 1911 | loss: 0.0311437 | val_loss: 0.0311551 | Time: 2037.38 ms
[2021-07-17 22:54:41 main:581] : INFO : Epoch 1912 | loss: 0.0311413 | val_loss: 0.0311521 | Time: 2079.22 ms
[2021-07-17 22:54:43 main:581] : INFO : Epoch 1913 | loss: 0.0311415 | val_loss: 0.0311512 | Time: 2171.56 ms
[2021-07-17 22:54:45 main:581] : INFO : Epoch 1914 | loss: 0.0311403 | val_loss: 0.0311509 | Time: 2055.37 ms
[2021-07-17 22:54:47 main:581] : INFO : Epoch 1915 | loss: 0.0311399 | val_loss: 0.0311513 | Time: 2019.24 ms
[2021-07-17 22:54:49 main:581] : INFO : Epoch 1916 | loss: 0.0311394 | val_loss: 0.0311517 | Time: 1981.01 ms
[2021-07-17 22:54:51 main:581] : INFO : Epoch 1917 | loss: 0.0311391 | val_loss: 0.0311531 | Time: 2011.6 ms
[2021-07-17 22:54:53 main:581] : INFO : Epoch 1918 | loss: 0.0311391 | val_loss: 0.0311494 | Time: 1976.1 ms
[2021-07-17 22:54:55 main:581] : INFO : Epoch 1919 | loss: 0.0311392 | val_loss: 0.0311532 | Time: 2021.37 ms
[2021-07-17 22:54:57 main:581] : INFO : Epoch 1920 | loss: 0.0311412 | val_loss: 0.0311513 | Time: 2026.41 ms
[2021-07-17 22:54:59 main:581] : INFO : Epoch 1921 | loss: 0.0311382 | val_loss: 0.0311492 | Time: 2015.96 ms
[2021-07-17 22:55:01 main:581] : INFO : Epoch 1922 | loss: 0.031137 | val_loss: 0.0311499 | Time: 2054.11 ms
[2021-07-17 22:55:03 main:581] : INFO : Epoch 1923 | loss: 0.0311371 | val_loss: 0.0311521 | Time: 2073.54 ms
[2021-07-17 22:55:05 main:581] : INFO : Epoch 1924 | loss: 0.0311366 | val_loss: 0.0311536 | Time: 2053.02 ms
[2021-07-17 22:55:07 main:581] : INFO : Epoch 1925 | loss: 0.0311357 | val_loss: 0.0311568 | Time: 2053.87 ms
[2021-07-17 22:55:09 main:581] : INFO : Epoch 1926 | loss: 0.0311369 | val_loss: 0.0311564 | Time: 1970.31 ms
[2021-07-17 22:55:12 main:581] : INFO : Epoch 1927 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 2073.88 ms
[2021-07-17 22:55:14 main:581] : INFO : Epoch 1928 | loss: 0.0311384 | val_loss: 0.0311508 | Time: 2049.17 ms
[2021-07-17 22:55:16 main:581] : INFO : Epoch 1929 | loss: 0.0311386 | val_loss: 0.0311512 | Time: 2062.66 ms
[2021-07-17 22:55:18 main:581] : INFO : Epoch 1930 | loss: 0.0311368 | val_loss: 0.0311522 | Time: 2053.65 ms
[2021-07-17 22:55:20 main:581] : INFO : Epoch 1931 | loss: 0.031137 | val_loss: 0.0311553 | Time: 2045.66 ms
[2021-07-17 22:55:22 main:581] : INFO : Epoch 1932 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 1915.11 ms
[2021-07-17 22:55:24 main:581] : INFO : Epoch 1933 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 1926.38 ms
[2021-07-17 22:55:26 main:581] : INFO : Epoch 1934 | loss: 0.0311388 | val_loss: 0.0311568 | Time: 2264.62 ms
[2021-07-17 22:55:28 main:581] : INFO : Epoch 1935 | loss: 0.0311393 | val_loss: 0.0311584 | Time: 2453.73 ms
[2021-07-17 22:55:31 main:581] : INFO : Epoch 1936 | loss: 0.0311387 | val_loss: 0.0311546 | Time: 2509.9 ms
[2021-07-17 22:55:33 main:581] : INFO : Epoch 1937 | loss: 0.031137 | val_loss: 0.031154 | Time: 2527.26 ms
[2021-07-17 22:55:36 main:581] : INFO : Epoch 1938 | loss: 0.0311358 | val_loss: 0.031159 | Time: 2516.37 ms
[2021-07-17 22:55:38 main:581] : INFO : Epoch 1939 | loss: 0.0311363 | val_loss: 0.0311528 | Time: 2532.78 ms
[2021-07-17 22:55:41 main:581] : INFO : Epoch 1940 | loss: 0.0311385 | val_loss: 0.0311552 | Time: 2498.42 ms
[2021-07-17 22:55:43 main:581] : INFO : Epoch 1941 | loss: 0.031139 | val_loss: 0.0311551 | Time: 2373.13 ms
[2021-07-17 22:55:46 main:581] : INFO : Epoch 1942 | loss: 0.0311365 | val_loss: 0.0311592 | Time: 2340.26 ms
[2021-07-17 22:55:48 main:581] : INFO : Epoch 1943 | loss: 0.0311395 | val_loss: 0.0311604 | Time: 2051.39 ms
[2021-07-17 22:55:50 main:581] : INFO : Epoch 1944 | loss: 0.0311425 | val_loss: 0.0311558 | Time: 1948.01 ms
[2021-07-17 22:55:52 main:581] : INFO : Epoch 1945 | loss: 0.0311407 | val_loss: 0.0311541 | Time: 2034.46 ms
[2021-07-17 22:55:54 main:581] : INFO : Epoch 1946 | loss: 0.0311396 | val_loss: 0.0311557 | Time: 2088.68 ms
[2021-07-17 22:55:56 main:581] : INFO : Epoch 1947 | loss: 0.031141 | val_loss: 0.0311557 | Time: 2029.98 ms
[2021-07-17 22:55:58 main:581] : INFO : Epoch 1948 | loss: 0.0311398 | val_loss: 0.0311542 | Time: 2028.49 ms
[2021-07-17 22:56:00 main:581] : INFO : Epoch 1949 | loss: 0.0311392 | val_loss: 0.0311548 | Time: 2027.58 ms
[2021-07-17 22:56:02 main:581] : INFO : Epoch 1950 | loss: 0.0311397 | val_loss: 0.0311569 | Time: 2046.59 ms
[2021-07-17 22:56:04 main:581] : INFO : Epoch 1951 | loss: 0.0311389 | val_loss: 0.031161 | Time: 2060.47 ms
[2021-07-17 22:56:06 main:581] : INFO : Epoch 1952 | loss: 0.0311383 | val_loss: 0.03116 | Time: 2054.74 ms
[2021-07-17 22:56:09 main:581] : INFO : Epoch 1953 | loss: 0.0311431 | val_loss: 0.0311535 | Time: 2831.95 ms
[2021-07-17 22:56:11 main:581] : INFO : Epoch 1954 | loss: 0.0311433 | val_loss: 0.0311522 | Time: 2272.34 ms
[2021-07-17 22:56:14 main:581] : INFO : Epoch 1955 | loss: 0.0311411 | val_loss: 0.031151 | Time: 3057.05 ms
[2021-07-17 22:56:17 main:581] : INFO : Epoch 1956 | loss: 0.0311418 | val_loss: 0.03116 | Time: 3054.22 ms
[2021-07-17 22:56:20 main:581] : INFO : Epoch 1957 | loss: 0.0311431 | val_loss: 0.0311514 | Time: 2341.64 ms
[2021-07-17 22:56:21 main:581] : INFO : Epoch 1958 | loss: 0.031139 | val_loss: 0.0311501 | Time: 1971.18 ms
[2021-07-17 22:56:23 main:581] : INFO : Epoch 1959 | loss: 0.0311392 | val_loss: 0.031149 | Time: 1905.84 ms
[2021-07-17 22:56:26 main:581] : INFO : Epoch 1960 | loss: 0.0311383 | val_loss: 0.0311509 | Time: 2606.79 ms
[2021-07-17 22:56:28 main:581] : INFO : Epoch 1961 | loss: 0.0311377 | val_loss: 0.031147 | Time: 1987.31 ms
[2021-07-17 22:56:30 main:581] : INFO : Epoch 1962 | loss: 0.0311374 | val_loss: 0.0311484 | Time: 1983.81 ms
[2021-07-17 22:56:32 main:581] : INFO : Epoch 1963 | loss: 0.031139 | val_loss: 0.0311617 | Time: 2020.82 ms
[2021-07-17 22:56:34 main:581] : INFO : Epoch 1964 | loss: 0.0311396 | val_loss: 0.0311621 | Time: 2028.63 ms
[2021-07-17 22:56:36 main:581] : INFO : Epoch 1965 | loss: 0.0311394 | val_loss: 0.0311551 | Time: 2057.84 ms
[2021-07-17 22:56:38 main:581] : INFO : Epoch 1966 | loss: 0.031136 | val_loss: 0.0311531 | Time: 2072.86 ms
[2021-07-17 22:56:40 main:581] : INFO : Epoch 1967 | loss: 0.0311449 | val_loss: 0.0311847 | Time: 2071.99 ms
[2021-07-17 22:56:42 main:581] : INFO : Epoch 1968 | loss: 0.0359633 | val_loss: 0.034549 | Time: 2027.54 ms
[2021-07-17 22:56:44 main:581] : INFO : Epoch 1969 | loss: 0.0322643 | val_loss: 0.0316049 | Time: 2018.02 ms
[2021-07-17 22:56:47 main:581] : INFO : Epoch 1970 | loss: 0.031356 | val_loss: 0.0312992 | Time: 2551.94 ms
[2021-07-17 22:56:50 main:581] : INFO : Epoch 1971 | loss: 0.0312395 | val_loss: 0.031218 | Time: 2847.44 ms
[2021-07-17 22:56:52 main:581] : INFO : Epoch 1972 | loss: 0.0312146 | val_loss: 0.0312056 | Time: 2021.34 ms
[2021-07-17 22:56:54 main:581] : INFO : Epoch 1973 | loss: 0.031199 | val_loss: 0.0311935 | Time: 2005.24 ms
[2021-07-17 22:56:56 main:581] : INFO : Epoch 1974 | loss: 0.0311917 | val_loss: 0.0311907 | Time: 2065.91 ms
[2021-07-17 22:56:58 main:581] : INFO : Epoch 1975 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 2092.39 ms
[2021-07-17 22:57:00 main:581] : INFO : Epoch 1976 | loss: 0.0311893 | val_loss: 0.031189 | Time: 2059.78 ms
[2021-07-17 22:57:02 main:581] : INFO : Epoch 1977 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 2053.4 ms
[2021-07-17 22:57:04 main:581] : INFO : Epoch 1978 | loss: 0.031189 | val_loss: 0.0311887 | Time: 2057.81 ms
[2021-07-17 22:57:06 main:581] : INFO : Epoch 1979 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 2037.48 ms
[2021-07-17 22:57:08 main:581] : INFO : Epoch 1980 | loss: 0.0311888 | val_loss: 0.0311884 | Time: 2052.98 ms
[2021-07-17 22:57:10 main:581] : INFO : Epoch 1981 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 2032.31 ms
[2021-07-17 22:57:12 main:581] : INFO : Epoch 1982 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 2044.91 ms
[2021-07-17 22:57:14 main:581] : INFO : Epoch 1983 | loss: 0.0311884 | val_loss: 0.0311877 | Time: 2056.12 ms
[2021-07-17 22:57:16 main:581] : INFO : Epoch 1984 | loss: 0.031188 | val_loss: 0.0311874 | Time: 2048.15 ms
[2021-07-17 22:57:18 main:581] : INFO : Epoch 1985 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 2141.57 ms
[2021-07-17 22:57:20 main:581] : INFO : Epoch 1986 | loss: 0.0311873 | val_loss: 0.031187 | Time: 1972.6 ms
[2021-07-17 22:57:23 main:581] : INFO : Epoch 1987 | loss: 0.0311875 | val_loss: 0.0311879 | Time: 2047.47 ms
[2021-07-17 22:57:25 main:581] : INFO : Epoch 1988 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 2053.7 ms
[2021-07-17 22:57:27 main:581] : INFO : Epoch 1989 | loss: 0.0311878 | val_loss: 0.0311879 | Time: 1990.36 ms
[2021-07-17 22:57:29 main:581] : INFO : Epoch 1990 | loss: 0.0311868 | val_loss: 0.0311869 | Time: 2049.23 ms
[2021-07-17 22:57:31 main:581] : INFO : Epoch 1991 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 2170.1 ms
[2021-07-17 22:57:33 main:581] : INFO : Epoch 1992 | loss: 0.0311869 | val_loss: 0.0311872 | Time: 2031.06 ms
[2021-07-17 22:57:35 main:581] : INFO : Epoch 1993 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 1976.31 ms
[2021-07-17 22:57:37 main:581] : INFO : Epoch 1994 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 1963.03 ms
[2021-07-17 22:57:40 main:581] : INFO : Epoch 1995 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 3459.85 ms
[2021-07-17 22:57:43 main:581] : INFO : Epoch 1996 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 2305.78 ms
[2021-07-17 22:57:45 main:581] : INFO : Epoch 1997 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 2080.64 ms
[2021-07-17 22:57:47 main:581] : INFO : Epoch 1998 | loss: 0.031185 | val_loss: 0.0311852 | Time: 2074.99 ms
[2021-07-17 22:57:49 main:581] : INFO : Epoch 1999 | loss: 0.0311848 | val_loss: 0.031186 | Time: 2052.3 ms
[2021-07-17 22:57:51 main:581] : INFO : Epoch 2000 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 2071.59 ms
[2021-07-17 22:57:53 main:581] : INFO : Epoch 2001 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 2024.22 ms
[2021-07-17 22:57:55 main:581] : INFO : Epoch 2002 | loss: 0.031185 | val_loss: 0.0311852 | Time: 1991.69 ms
[2021-07-17 22:57:57 main:581] : INFO : Epoch 2003 | loss: 0.0311851 | val_loss: 0.0311848 | Time: 1841.47 ms
[2021-07-17 22:57:59 main:581] : INFO : Epoch 2004 | loss: 0.0311849 | val_loss: 0.031187 | Time: 2247.66 ms
[2021-07-17 22:58:01 main:581] : INFO : Epoch 2005 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 2440.63 ms
[2021-07-17 22:58:03 main:581] : INFO : Epoch 2006 | loss: 0.0311848 | val_loss: 0.0311843 | Time: 2151.35 ms
[2021-07-17 22:58:07 main:581] : INFO : Epoch 2007 | loss: 0.0311838 | val_loss: 0.031185 | Time: 3243.98 ms
[2021-07-17 22:58:09 main:581] : INFO : Epoch 2008 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 2762.43 ms
[2021-07-17 22:58:12 main:581] : INFO : Epoch 2009 | loss: 0.0311829 | val_loss: 0.0311804 | Time: 2027.81 ms
[2021-07-17 22:58:14 main:581] : INFO : Epoch 2010 | loss: 0.0311791 | val_loss: 0.0311777 | Time: 2271.43 ms
[2021-07-17 22:58:16 main:581] : INFO : Epoch 2011 | loss: 0.0311734 | val_loss: 0.0311699 | Time: 2019.19 ms
[2021-07-17 22:58:18 main:581] : INFO : Epoch 2012 | loss: 0.0311687 | val_loss: 0.0311706 | Time: 1950.18 ms
[2021-07-17 22:58:20 main:581] : INFO : Epoch 2013 | loss: 0.0311674 | val_loss: 0.031168 | Time: 1813.3 ms
[2021-07-17 22:58:21 main:581] : INFO : Epoch 2014 | loss: 0.031167 | val_loss: 0.0311683 | Time: 1793.11 ms
[2021-07-17 22:58:23 main:581] : INFO : Epoch 2015 | loss: 0.0311662 | val_loss: 0.0311689 | Time: 1810.5 ms
[2021-07-17 22:58:25 main:581] : INFO : Epoch 2016 | loss: 0.0311663 | val_loss: 0.0311671 | Time: 1770.67 ms
[2021-07-17 22:58:27 main:581] : INFO : Epoch 2017 | loss: 0.0311661 | val_loss: 0.031167 | Time: 1945.71 ms
[2021-07-17 22:58:29 main:581] : INFO : Epoch 2018 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1968.83 ms
[2021-07-17 22:58:31 main:581] : INFO : Epoch 2019 | loss: 0.0311663 | val_loss: 0.0311667 | Time: 2006.66 ms
[2021-07-17 22:58:33 main:581] : INFO : Epoch 2020 | loss: 0.0311655 | val_loss: 0.031167 | Time: 2018.59 ms
[2021-07-17 22:58:36 main:581] : INFO : Epoch 2021 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 3361.95 ms
[2021-07-17 22:58:38 main:581] : INFO : Epoch 2022 | loss: 0.0311655 | val_loss: 0.0311666 | Time: 2209.63 ms
[2021-07-17 22:58:40 main:581] : INFO : Epoch 2023 | loss: 0.0311647 | val_loss: 0.0311667 | Time: 1988.22 ms
[2021-07-17 22:58:43 main:581] : INFO : Epoch 2024 | loss: 0.031165 | val_loss: 0.0311663 | Time: 2443.43 ms
[2021-07-17 22:58:45 main:581] : INFO : Epoch 2025 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 1674.5 ms
[2021-07-17 22:58:47 main:581] : INFO : Epoch 2026 | loss: 0.0311651 | val_loss: 0.0311672 | Time: 1977.96 ms
[2021-07-17 22:58:49 main:581] : INFO : Epoch 2027 | loss: 0.0311643 | val_loss: 0.0311661 | Time: 1961.14 ms
[2021-07-17 22:58:50 main:581] : INFO : Epoch 2028 | loss: 0.0311645 | val_loss: 0.0311658 | Time: 1672.81 ms
[2021-07-17 22:58:52 main:581] : INFO : Epoch 2029 | loss: 0.0311641 | val_loss: 0.031167 | Time: 1940.52 ms
[2021-07-17 22:58:54 main:581] : INFO : Epoch 2030 | loss: 0.0311648 | val_loss: 0.0311656 | Time: 2014.68 ms
[2021-07-17 22:58:56 main:581] : INFO : Epoch 2031 | loss: 0.0311634 | val_loss: 0.031166 | Time: 2045.24 ms
[2021-07-17 22:58:58 main:581] : INFO : Epoch 2032 | loss: 0.031164 | val_loss: 0.0311669 | Time: 1998.37 ms
[2021-07-17 22:59:00 main:581] : INFO : Epoch 2033 | loss: 0.0311636 | val_loss: 0.0311658 | Time: 2074.53 ms
[2021-07-17 22:59:02 main:581] : INFO : Epoch 2034 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 1994.69 ms
[2021-07-17 22:59:04 main:581] : INFO : Epoch 2035 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 2029.33 ms
[2021-07-17 22:59:06 main:581] : INFO : Epoch 2036 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 1995.87 ms
[2021-07-17 22:59:08 main:581] : INFO : Epoch 2037 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 1951.13 ms
[2021-07-17 22:59:10 main:581] : INFO : Epoch 2038 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 2015 ms
[2021-07-17 22:59:12 main:581] : INFO : Epoch 2039 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 2124.66 ms
[2021-07-17 22:59:14 main:581] : INFO : Epoch 2040 | loss: 0.0311652 | val_loss: 0.0311695 | Time: 1813.28 ms
[2021-07-17 22:59:16 main:581] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.031169 | Time: 1761.6 ms
[2021-07-17 22:59:18 main:581] : INFO : Epoch 2042 | loss: 0.0311668 | val_loss: 0.0311686 | Time: 2264.18 ms
[2021-07-17 22:59:20 main:581] : INFO : Epoch 2043 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 2051.51 ms
[2021-07-17 22:59:22 main:581] : INFO : Epoch 2044 | loss: 0.0311657 | val_loss: 0.0311684 | Time: 2064.94 ms
[2021-07-17 22:59:24 main:581] : INFO : Epoch 2045 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 2048.27 ms
[2021-07-17 22:59:26 main:581] : INFO : Epoch 2046 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 2018.53 ms
[2021-07-17 22:59:28 main:581] : INFO : Epoch 2047 | loss: 0.0311658 | val_loss: 0.031169 | Time: 2034.37 ms
[2021-07-17 22:59:30 main:581] : INFO : Epoch 2048 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 2032.96 ms
[2021-07-17 22:59:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311692
[2021-07-17 22:59:30 main:610] : INFO : Saving end state to config to file
[2021-07-17 22:59:30 main:615] : INFO : Success, exiting..
22:59:30 (23438): 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)