Task 5201005

Name ParityModified-1621222197-10688-0_3
Workunit 3125817
Created 17 May 2021, 19:05:31 UTC
Sent 17 May 2021, 19:13:06 UTC
Report deadline 21 May 2021, 19:13:06 UTC
Received 18 May 2021, 22:56:43 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 11140
Run time 41 min 1 sec
CPU time
Validate state Invalid
Credit 0.00
Device peak FLOPS 13,358.80 GFLOPS
Application version Machine Learning Dataset Generator (test) v9.80 (amdrocm)
x86_64-pc-linux-gnu
Peak working set size 1.43 GB
Peak swap size 8.06 GB
Peak disk usage 2.25 GB

Stderr output

<core_client_version>7.16.16</core_client_version>
<![CDATA[
<stderr_txt>
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__rocm --maxepoch 128 
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
18:14:21 (735080): start_timer_thread(): pthread_create(): 22Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: Vega 10 XL/XT [Radeon RX Vega 56/64])
[2021-05-18 18:14:21	                main:442]	:	INFO	:	Set logging level to 1
[2021-05-18 18:14:21	                main:448]	:	INFO	:	Running in BOINC Client mode
[2021-05-18 18:14:21	                main:451]	:	INFO	:	Resolving all filenames
[2021-05-18 18:14:21	                main:459]	:	INFO	:	Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-05-18 18:14:21	                main:459]	:	INFO	:	Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1621222197-10688-0_3_r51101211_1 (exists = 0)
[2021-05-18 18:14:21	                main:459]	:	INFO	:	Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1621222197-10688-0_3_r51101211_0 (exists = 0)
[2021-05-18 18:14:21	                main:459]	:	INFO	:	Resolved: model-input.pt => model-input.pt (exists = 0)
[2021-05-18 18:14:21	                main:459]	:	INFO	:	Resolved: snapshot.pt => snapshot.pt (exists = 0)
[2021-05-18 18:14:21	                main:479]	:	INFO	:	Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-05-18 18:14:21	                main:481]	:	INFO	:	Configuration: 
[2021-05-18 18:14:21	                main:482]	:	INFO	:	    Model type: GRU
[2021-05-18 18:14:21	                main:483]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2021-05-18 18:14:21	                main:484]	:	INFO	:	    Max Epochs: 128
[2021-05-18 18:14:21	                main:485]	:	INFO	:	    Batch Size: 128
[2021-05-18 18:14:21	                main:486]	:	INFO	:	    Learning Rate: 0.01
[2021-05-18 18:14:21	                main:487]	:	INFO	:	    Patience: 10
[2021-05-18 18:14:21	                main:488]	:	INFO	:	    Hidden Width: 12
[2021-05-18 18:14:21	                main:489]	:	INFO	:	    # Recurrent Layers: 4
[2021-05-18 18:14:21	                main:490]	:	INFO	:	    # Backend Layers: 4
[2021-05-18 18:14:21	                main:491]	:	INFO	:	    # Threads: 1
[2021-05-18 18:14:21	                main:493]	:	INFO	:	Preparing Dataset
[2021-05-18 18:14:21	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-18 18:14:21	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-18 18:14:22	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2021-05-18 18:14:22	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-18 18:14:22	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-18 18:14:22	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2021-05-18 18:14:22	                main:501]	:	INFO	:	Creating Model
[2021-05-18 18:14:22	                main:514]	:	INFO	:	Preparing config file
[2021-05-18 18:14:22	                main:526]	:	INFO	:	Creating new config file
[2021-05-18 18:14:22	                main:566]	:	INFO	:	Loading DataLoader into Memory
[2021-05-18 18:14:22	                main:569]	:	INFO	:	Starting Training
[2021-05-18 18:14:46	                main:581]	:	INFO	:	Epoch 1 | loss: 0.0388503 | val_loss: 0.0317362 | Time: 24456.3 ms
[2021-05-18 18:15:05	                main:581]	:	INFO	:	Epoch 2 | loss: 0.0315675 | val_loss: 0.0313875 | Time: 19072.8 ms
[2021-05-18 18:15:25	                main:581]	:	INFO	:	Epoch 3 | loss: 0.0313095 | val_loss: 0.0312758 | Time: 19217.9 ms
[2021-05-18 18:15:44	                main:581]	:	INFO	:	Epoch 4 | loss: 0.0312616 | val_loss: 0.0312527 | Time: 19137.8 ms
[2021-05-18 18:16:03	                main:581]	:	INFO	:	Epoch 5 | loss: 0.0312533 | val_loss: 0.0312526 | Time: 19234.4 ms
[2021-05-18 18:16:22	                main:581]	:	INFO	:	Epoch 6 | loss: 0.0312513 | val_loss: 0.031251 | Time: 19127.5 ms
[2021-05-18 18:16:41	                main:581]	:	INFO	:	Epoch 7 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 19014.8 ms
[2021-05-18 18:17:00	                main:581]	:	INFO	:	Epoch 8 | loss: 0.031252 | val_loss: 0.031254 | Time: 19103 ms
[2021-05-18 18:17:20	                main:581]	:	INFO	:	Epoch 9 | loss: 0.0312528 | val_loss: 0.0312538 | Time: 19212.1 ms
[2021-05-18 18:17:39	                main:581]	:	INFO	:	Epoch 10 | loss: 0.0312525 | val_loss: 0.031251 | Time: 19174.8 ms
[2021-05-18 18:17:58	                main:581]	:	INFO	:	Epoch 11 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 19145.7 ms
[2021-05-18 18:18:17	                main:581]	:	INFO	:	Epoch 12 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 19197.1 ms
[2021-05-18 18:18:36	                main:581]	:	INFO	:	Epoch 13 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 19108.4 ms
[2021-05-18 18:18:55	                main:581]	:	INFO	:	Epoch 14 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 19166.2 ms
[2021-05-18 18:19:14	                main:581]	:	INFO	:	Epoch 15 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 19167 ms
[2021-05-18 18:19:34	                main:581]	:	INFO	:	Epoch 16 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 19228.6 ms
[2021-05-18 18:19:53	                main:581]	:	INFO	:	Epoch 17 | loss: 0.0312519 | val_loss: 0.0312508 | Time: 19279.7 ms
[2021-05-18 18:20:12	                main:581]	:	INFO	:	Epoch 18 | loss: 0.0312531 | val_loss: 0.0312506 | Time: 19162.5 ms
[2021-05-18 18:20:31	                main:581]	:	INFO	:	Epoch 19 | loss: 0.0312532 | val_loss: 0.0312534 | Time: 19162.8 ms
[2021-05-18 18:20:51	                main:581]	:	INFO	:	Epoch 20 | loss: 0.0312538 | val_loss: 0.0312522 | Time: 19763.4 ms
[2021-05-18 18:21:11	                main:581]	:	INFO	:	Epoch 21 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 19504.2 ms
[2021-05-18 18:21:30	                main:581]	:	INFO	:	Epoch 22 | loss: 0.0312522 | val_loss: 0.031251 | Time: 19152.8 ms
[2021-05-18 18:21:49	                main:581]	:	INFO	:	Epoch 23 | loss: 0.0312533 | val_loss: 0.0312509 | Time: 18966.5 ms
[2021-05-18 18:22:08	                main:581]	:	INFO	:	Epoch 24 | loss: 0.0312526 | val_loss: 0.0312502 | Time: 19201 ms
[2021-05-18 18:22:27	                main:581]	:	INFO	:	Epoch 25 | loss: 0.0312517 | val_loss: 0.0312528 | Time: 19137.3 ms
[2021-05-18 18:22:46	                main:581]	:	INFO	:	Epoch 26 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 19220.9 ms
[2021-05-18 18:23:05	                main:581]	:	INFO	:	Epoch 27 | loss: 0.0312525 | val_loss: 0.0312507 | Time: 19055.6 ms
[2021-05-18 18:23:24	                main:581]	:	INFO	:	Epoch 28 | loss: 0.0312536 | val_loss: 0.0312522 | Time: 19149.1 ms
[2021-05-18 18:23:44	                main:581]	:	INFO	:	Epoch 29 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 19095.1 ms
[2021-05-18 18:24:03	                main:581]	:	INFO	:	Epoch 30 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 19194.4 ms
[2021-05-18 18:24:22	                main:581]	:	INFO	:	Epoch 31 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 19134.4 ms
[2021-05-18 18:24:41	                main:581]	:	INFO	:	Epoch 32 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 19126.7 ms
[2021-05-18 18:25:00	                main:581]	:	INFO	:	Epoch 33 | loss: 0.0312509 | val_loss: 0.0312535 | Time: 19171.9 ms
[2021-05-18 18:25:19	                main:581]	:	INFO	:	Epoch 34 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 19150.5 ms
[2021-05-18 18:25:39	                main:581]	:	INFO	:	Epoch 35 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 19212.5 ms
[2021-05-18 18:25:58	                main:581]	:	INFO	:	Epoch 36 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 19095 ms
[2021-05-18 18:26:17	                main:581]	:	INFO	:	Epoch 37 | loss: 0.0312513 | val_loss: 0.031254 | Time: 19176.3 ms
[2021-05-18 18:26:36	                main:581]	:	INFO	:	Epoch 38 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 19128.3 ms
[2021-05-18 18:26:55	                main:581]	:	INFO	:	Epoch 39 | loss: 0.0312521 | val_loss: 0.0312553 | Time: 19120.9 ms
[2021-05-18 18:27:14	                main:581]	:	INFO	:	Epoch 40 | loss: 0.0312525 | val_loss: 0.0312511 | Time: 19140.9 ms
[2021-05-18 18:27:33	                main:581]	:	INFO	:	Epoch 41 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 19259.5 ms
[2021-05-18 18:27:53	                main:581]	:	INFO	:	Epoch 42 | loss: 0.0312502 | val_loss: 0.0312542 | Time: 19165.4 ms
[2021-05-18 18:28:12	                main:581]	:	INFO	:	Epoch 43 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 19310.9 ms
[2021-05-18 18:28:31	                main:581]	:	INFO	:	Epoch 44 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 19123.7 ms
[2021-05-18 18:28:50	                main:581]	:	INFO	:	Epoch 45 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 19024.4 ms
[2021-05-18 18:29:09	                main:581]	:	INFO	:	Epoch 46 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 19139 ms
[2021-05-18 18:29:28	                main:581]	:	INFO	:	Epoch 47 | loss: 0.0312505 | val_loss: 0.0312541 | Time: 19172.9 ms
[2021-05-18 18:29:48	                main:581]	:	INFO	:	Epoch 48 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 19274.2 ms
[2021-05-18 18:30:07	                main:581]	:	INFO	:	Epoch 49 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 19103.7 ms
[2021-05-18 18:30:26	                main:581]	:	INFO	:	Epoch 50 | loss: 0.0312541 | val_loss: 0.0312501 | Time: 19132.8 ms
[2021-05-18 18:30:45	                main:581]	:	INFO	:	Epoch 51 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 19218 ms
[2021-05-18 18:31:04	                main:581]	:	INFO	:	Epoch 52 | loss: 0.0312498 | val_loss: 0.031253 | Time: 19156.8 ms
[2021-05-18 18:31:23	                main:581]	:	INFO	:	Epoch 53 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 19162 ms
[2021-05-18 18:31:43	                main:581]	:	INFO	:	Epoch 54 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 19145.7 ms
[2021-05-18 18:32:02	                main:581]	:	INFO	:	Epoch 55 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 19226.3 ms
[2021-05-18 18:32:21	                main:581]	:	INFO	:	Epoch 56 | loss: 0.0312521 | val_loss: 0.0312551 | Time: 19077.6 ms
[2021-05-18 18:32:40	                main:581]	:	INFO	:	Epoch 57 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 19082.5 ms
[2021-05-18 18:32:59	                main:581]	:	INFO	:	Epoch 58 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 19158.8 ms
[2021-05-18 18:33:18	                main:581]	:	INFO	:	Epoch 59 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 19150.4 ms
[2021-05-18 18:33:37	                main:581]	:	INFO	:	Epoch 60 | loss: 0.0312536 | val_loss: 0.0312529 | Time: 19136.3 ms
[2021-05-18 18:33:57	                main:581]	:	INFO	:	Epoch 61 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 19081.3 ms
[2021-05-18 18:34:16	                main:581]	:	INFO	:	Epoch 62 | loss: 0.0312561 | val_loss: 0.0312554 | Time: 19007.1 ms
[2021-05-18 18:34:35	                main:581]	:	INFO	:	Epoch 63 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 19035.5 ms
[2021-05-18 18:34:54	                main:581]	:	INFO	:	Epoch 64 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 19152.4 ms
[2021-05-18 18:35:13	                main:581]	:	INFO	:	Epoch 65 | loss: 0.0312524 | val_loss: 0.0312516 | Time: 19138.3 ms
[2021-05-18 18:35:32	                main:581]	:	INFO	:	Epoch 66 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 19211.4 ms
[2021-05-18 18:35:51	                main:581]	:	INFO	:	Epoch 67 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 19196.8 ms
[2021-05-18 18:36:10	                main:581]	:	INFO	:	Epoch 68 | loss: 0.0312521 | val_loss: 0.03125 | Time: 19184.3 ms
[2021-05-18 18:36:30	                main:581]	:	INFO	:	Epoch 69 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 19161 ms
[2021-05-18 18:36:49	                main:581]	:	INFO	:	Epoch 70 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 19070 ms
[2021-05-18 18:37:08	                main:581]	:	INFO	:	Epoch 71 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 19222.3 ms
[2021-05-18 18:37:27	                main:581]	:	INFO	:	Epoch 72 | loss: 0.0312403 | val_loss: 0.0312642 | Time: 19152.7 ms
[2021-05-18 18:37:46	                main:581]	:	INFO	:	Epoch 73 | loss: 0.0312388 | val_loss: 0.0312286 | Time: 19156.4 ms
[2021-05-18 18:38:05	                main:581]	:	INFO	:	Epoch 74 | loss: 0.0312304 | val_loss: 0.0312635 | Time: 19061.7 ms
[2021-05-18 18:38:24	                main:581]	:	INFO	:	Epoch 75 | loss: 0.0312224 | val_loss: 0.0312059 | Time: 19001.9 ms
[2021-05-18 18:38:43	                main:581]	:	INFO	:	Epoch 76 | loss: 0.0312044 | val_loss: 0.0311941 | Time: 19082.4 ms
[2021-05-18 18:39:03	                main:581]	:	INFO	:	Epoch 77 | loss: 0.0312054 | val_loss: 0.0311959 | Time: 19189.2 ms
[2021-05-18 18:39:22	                main:581]	:	INFO	:	Epoch 78 | loss: 0.0311883 | val_loss: 0.0311872 | Time: 19122.1 ms
[2021-05-18 18:39:41	                main:581]	:	INFO	:	Epoch 79 | loss: 0.0312032 | val_loss: 0.0311917 | Time: 19136.5 ms
[2021-05-18 18:40:00	                main:581]	:	INFO	:	Epoch 80 | loss: 0.0312042 | val_loss: 0.0312088 | Time: 19059.5 ms
[2021-05-18 18:40:19	                main:581]	:	INFO	:	Epoch 81 | loss: 0.0311848 | val_loss: 0.0311798 | Time: 19107.1 ms
[2021-05-18 18:40:38	                main:581]	:	INFO	:	Epoch 82 | loss: 0.0311795 | val_loss: 0.0311948 | Time: 18926.6 ms
[2021-05-18 18:40:57	                main:581]	:	INFO	:	Epoch 83 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 19097.9 ms
[2021-05-18 18:41:16	                main:581]	:	INFO	:	Epoch 84 | loss: 0.0311807 | val_loss: 0.0311774 | Time: 19034.1 ms
[2021-05-18 18:41:35	                main:581]	:	INFO	:	Epoch 85 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 19095.3 ms
[2021-05-18 18:41:54	                main:581]	:	INFO	:	Epoch 86 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 19169.2 ms
[2021-05-18 18:42:13	                main:581]	:	INFO	:	Epoch 87 | loss: 0.0311771 | val_loss: 0.0311909 | Time: 19182.2 ms
[2021-05-18 18:42:32	                main:581]	:	INFO	:	Epoch 88 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 19020.2 ms
[2021-05-18 18:42:52	                main:581]	:	INFO	:	Epoch 89 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 19128.9 ms
[2021-05-18 18:43:11	                main:581]	:	INFO	:	Epoch 90 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 19144.8 ms
[2021-05-18 18:43:30	                main:581]	:	INFO	:	Epoch 91 | loss: 0.03117 | val_loss: 0.0311758 | Time: 19160.1 ms
[2021-05-18 18:43:49	                main:581]	:	INFO	:	Epoch 92 | loss: 0.0311715 | val_loss: 0.031174 | Time: 19244.4 ms
[2021-05-18 18:44:08	                main:581]	:	INFO	:	Epoch 93 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 19193.1 ms
[2021-05-18 18:44:27	                main:581]	:	INFO	:	Epoch 94 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 19027.2 ms
[2021-05-18 18:44:47	                main:581]	:	INFO	:	Epoch 95 | loss: 0.03117 | val_loss: 0.0311762 | Time: 19122.9 ms
[2021-05-18 18:45:06	                main:581]	:	INFO	:	Epoch 96 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 19020.2 ms
[2021-05-18 18:45:25	                main:581]	:	INFO	:	Epoch 97 | loss: 0.0311676 | val_loss: 0.0311853 | Time: 19202.2 ms
[2021-05-18 18:45:44	                main:581]	:	INFO	:	Epoch 98 | loss: 0.0311706 | val_loss: 0.0311722 | Time: 19350.3 ms
[2021-05-18 18:46:03	                main:581]	:	INFO	:	Epoch 99 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 19268.1 ms
[2021-05-18 18:46:23	                main:581]	:	INFO	:	Epoch 100 | loss: 0.0311682 | val_loss: 0.0311815 | Time: 19158.4 ms
[2021-05-18 18:46:42	                main:581]	:	INFO	:	Epoch 101 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 19175 ms
[2021-05-18 18:47:01	                main:581]	:	INFO	:	Epoch 102 | loss: 0.0311679 | val_loss: 0.0311856 | Time: 19196.8 ms
[2021-05-18 18:47:20	                main:581]	:	INFO	:	Epoch 103 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 19136.3 ms
[2021-05-18 18:47:39	                main:581]	:	INFO	:	Epoch 104 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 19176.7 ms
[2021-05-18 18:47:58	                main:581]	:	INFO	:	Epoch 105 | loss: 0.031163 | val_loss: 0.0311722 | Time: 19229 ms
[2021-05-18 18:48:18	                main:581]	:	INFO	:	Epoch 106 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 19142.2 ms
[2021-05-18 18:48:37	                main:581]	:	INFO	:	Epoch 107 | loss: 0.03116 | val_loss: 0.0311799 | Time: 19207 ms
[2021-05-18 18:48:56	                main:581]	:	INFO	:	Epoch 108 | loss: 0.0311588 | val_loss: 0.0311731 | Time: 19139.3 ms
[2021-05-18 18:49:15	                main:581]	:	INFO	:	Epoch 109 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 19107.5 ms
[2021-05-18 18:49:34	                main:581]	:	INFO	:	Epoch 110 | loss: 0.0311557 | val_loss: 0.0311776 | Time: 19161.1 ms
[2021-05-18 18:49:53	                main:581]	:	INFO	:	Epoch 111 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 19258.1 ms
[2021-05-18 18:50:13	                main:581]	:	INFO	:	Epoch 112 | loss: 0.0311553 | val_loss: 0.031173 | Time: 19303 ms
[2021-05-18 18:50:32	                main:581]	:	INFO	:	Epoch 113 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 19117.2 ms
[2021-05-18 18:50:51	                main:581]	:	INFO	:	Epoch 114 | loss: 0.0311556 | val_loss: 0.031171 | Time: 19155.3 ms
[2021-05-18 18:51:10	                main:581]	:	INFO	:	Epoch 115 | loss: 0.0311522 | val_loss: 0.0311828 | Time: 19187.8 ms
[2021-05-18 18:51:29	                main:581]	:	INFO	:	Epoch 116 | loss: 0.0311525 | val_loss: 0.0311765 | Time: 19272.2 ms
[2021-05-18 18:51:49	                main:581]	:	INFO	:	Epoch 117 | loss: 0.0311583 | val_loss: 0.0311973 | Time: 19241.8 ms
[2021-05-18 18:52:08	                main:581]	:	INFO	:	Epoch 118 | loss: 0.0311537 | val_loss: 0.0311673 | Time: 19192.3 ms
[2021-05-18 18:52:27	                main:581]	:	INFO	:	Epoch 119 | loss: 0.0311466 | val_loss: 0.0311758 | Time: 19175.4 ms
[2021-05-18 18:52:46	                main:581]	:	INFO	:	Epoch 120 | loss: 0.031146 | val_loss: 0.0311943 | Time: 19181.5 ms
[2021-05-18 18:53:05	                main:581]	:	INFO	:	Epoch 121 | loss: 0.0311544 | val_loss: 0.0311798 | Time: 19022.7 ms
[2021-05-18 18:53:24	                main:581]	:	INFO	:	Epoch 122 | loss: 0.031157 | val_loss: 0.0311845 | Time: 19113.5 ms
[2021-05-18 18:53:44	                main:581]	:	INFO	:	Epoch 123 | loss: 0.0311447 | val_loss: 0.0311739 | Time: 19150 ms
[2021-05-18 18:54:03	                main:581]	:	INFO	:	Epoch 124 | loss: 0.0311401 | val_loss: 0.0311739 | Time: 19078.6 ms
[2021-05-18 18:54:22	                main:581]	:	INFO	:	Epoch 125 | loss: 0.0311397 | val_loss: 0.0311766 | Time: 19174.9 ms
[2021-05-18 18:54:41	                main:581]	:	INFO	:	Epoch 126 | loss: 0.0311392 | val_loss: 0.0311679 | Time: 19044.2 ms
[2021-05-18 18:55:00	                main:581]	:	INFO	:	Epoch 127 | loss: 0.0311408 | val_loss: 0.0311838 | Time: 19090.5 ms
[2021-05-18 18:55:19	                main:581]	:	INFO	:	Epoch 128 | loss: 0.0311454 | val_loss: 0.0311823 | Time: 19156.8 ms
[2021-05-18 18:55:19	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311823
[2021-05-18 18:55:19	                main:610]	:	INFO	:	Saving end state to config to file
[2021-05-18 18:55:19	                main:615]	:	INFO	:	Success, exiting..
18:55:19 (735080): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)