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Aadharsh/RepresentationLearning-models

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1run_id,timestamp,task_type,mtl,best_val_loss,epoch_at_best,rf_mean_f1,channel_nmse_db,cfo_rmse,encoder_num_blocks,task_adaptive_encoder,fusion_type,adaptive_cfo,direct_cfo,simple_cfo,slice_len,rf_fixed,w_rf,w_channel,w_cfo,epochs,batch_size,lr,pkl_dataset_path,source_path,error,local_path
2rf_fingerprinting_cfo_estimation_20250803_153603__rf_variable,2025-08-03 15:36:03,RF+CFO,True,0.31352213655526817,37,0.9244,,488.9548183917081,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/rf_cfo/rf_fingerprinting_cfo_estimation_20250803_153603/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250803_153603__rf_variable
3cfo_estimation_20250803_153603__rf_variable,2025-08-03 15:36:03,CFO,False,0.012729648357400527,22,,,461.2680084712821,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/cfo/cfo_estimation_20250803_153603/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250803_153603__rf_variable
4rf_fingerprinting_channel_estimation_20250803_153603__rf_variable,2025-08-03 15:36:03,RF+Channel,True,0.6420512068300293,83,0.7956,-16.154462814331055,,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/rf_channel/rf_fingerprinting_channel_estimation_20250803_153603/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250803_153603__rf_variable
5channel_estimation_20250803_153603__rf_variable,2025-08-03 15:36:03,Channel,False,0.004606486168296005,67,,-20.36282730102539,,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/channel/channel_estimation_20250803_153603/channel_estimation_best.pt,,models/runs/channel_estimation_20250803_153603__rf_variable
6rf_fingerprinting_cfo_estimation_channel_estimation_20250803_153603__rf_variable,2025-08-03 15:36:03,RF+CFO+Channel,True,0.26548300518725926,38,0.9471,-16.485998153686523,487.52282876606415,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250803_153603/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250803_153603__rf_variable
7rf_fingerprinting_20250803_153603__rf_variable,2025-08-03 15:36:03,RF,False,0.9736074461386754,268,0.8338,,,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/rf/rf_fingerprinting_20250803_153603/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250803_153603__rf_variable
8cfo_estimation_channel_estimation_20250803_153603__rf_variable,2025-08-03 15:36:03,CFO+Channel,True,0.0188491996915008,19,,-19.206403732299805,447.639095565236,2,True,depth_concat,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_variable/cfo_channel/cfo_estimation_channel_estimation_20250803_153603/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250803_153603__rf_variable
9rf_fingerprinting_cfo_estimation_20250803_153603__rf_fixed,2025-08-03 15:36:03,RF+CFO,True,0.18252915896188754,48,0.9637,,487.31396555750354,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/rf_cfo/rf_fingerprinting_cfo_estimation_20250803_153603/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250803_153603__rf_fixed
10cfo_estimation_20250803_153603__rf_fixed,2025-08-03 15:36:03,CFO,False,0.013439301473016921,8,,,475.9070873859219,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/cfo/cfo_estimation_20250803_153603/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250803_153603__rf_fixed
11rf_fingerprinting_channel_estimation_20250803_153603__rf_fixed,2025-08-03 15:36:03,RF+Channel,True,0.1448516705288337,91,0.9735,-18.35048484802246,,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/rf_channel/rf_fingerprinting_channel_estimation_20250803_153603/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250803_153603__rf_fixed
12channel_estimation_20250803_153603__rf_fixed,2025-08-03 15:36:03,Channel,False,0.004246900064082673,82,,-20.706783294677734,,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/channel/channel_estimation_20250803_153603/channel_estimation_best.pt,,models/runs/channel_estimation_20250803_153603__rf_fixed
13rf_fingerprinting_cfo_estimation_channel_estimation_20250803_153603__rf_fixed,2025-08-03 15:36:03,RF+CFO+Channel,True,0.1588464489994714,47,0.9647,-17.452259063720703,471.0000650949176,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250803_153603/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250803_153603__rf_fixed
14rf_fingerprinting_20250803_153603__rf_fixed,2025-08-03 15:36:03,RF,False,0.15716648932832938,72,0.981,,,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/rf/rf_fingerprinting_20250803_153603/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250803_153603__rf_fixed
15cfo_estimation_channel_estimation_20250803_153603__rf_fixed,2025-08-03 15:36:03,CFO+Channel,True,0.01719272742047906,44,,-19.948020935058594,462.04942741074746,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_parallel_20250803_153540/rf_fixed/cfo_channel/cfo_estimation_channel_estimation_20250803_153603/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250803_153603__rf_fixed
16rf_fingerprinting_cfo_estimation_channel_estimation_20250803_132712,2025-08-03 13:27:12,RF+CFO+Channel,True,1.0056920335269892,0,0.5631,-10.642333030700684,549.6706456144328,2,True,depth_concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250803_132707/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250803_132712/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250803_132712
17rf_fingerprinting_cfo_estimation_20250730_220548,2025-07-30 22:05:48,RF+CFO,True,0.40429099505910504,79,0.9056,,546.9665378488112,2,True,concat,False,False,False,1024,True,1.0,1.0,1.5,300,1024,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/rf_cfo/rf_fingerprinting_cfo_estimation_20250730_220548/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250730_220548
18cfo_estimation_20250730_220548,2025-07-30 22:05:48,CFO,False,0.014293692361276884,20,,,480.2558906635947,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,1024,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/cfo/cfo_estimation_20250730_220548/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250730_220548
19rf_fingerprinting_channel_estimation_20250730_220548,2025-07-30 22:05:48,RF+Channel,True,0.13106640840235811,74,0.9727,-17.751235961914062,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/rf_channel/rf_fingerprinting_channel_estimation_20250730_220548/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250730_220548
20channel_estimation_20250730_220548,2025-07-30 22:05:48,Channel,False,0.004420488078791935,56,,-20.521137237548828,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/channel/channel_estimation_20250730_220548/channel_estimation_best.pt,,models/runs/channel_estimation_20250730_220548
21rf_fingerprinting_cfo_estimation_channel_estimation_20250730_220548,2025-07-30 22:05:48,RF+CFO+Channel,True,0.14403009715561685,51,0.9723,-17.061534881591797,520.5002330953982,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250730_220548/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250730_220548
22rf_fingerprinting_20250730_220548,2025-07-30 22:05:48,RF,False,0.1676686552281563,62,0.9802,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/rf/rf_fingerprinting_20250730_220548/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250730_220548
23cfo_estimation_channel_estimation_20250730_220548,2025-07-30 22:05:48,CFO+Channel,True,0.01792809916122888,37,,-20.03220558166504,470.0471958179105,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_220537_7/cfo_channel/cfo_estimation_channel_estimation_20250730_220548/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250730_220548
24rf_fingerprinting_cfo_estimation_20250730_215547,2025-07-30 21:55:47,RF+CFO,True,0.5724882472019929,28,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.5,300,1024,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215536/rf_cfo/rf_fingerprinting_cfo_estimation_20250730_215547/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250730_215547
25cfo_estimation_20250730_215547,2025-07-30 21:55:47,CFO,False,0.013106516275841456,31,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,1024,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215536/cfo/cfo_estimation_20250730_215547/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250730_215547
26rf_fingerprinting_channel_estimation_20250730_215547,2025-07-30 21:55:47,RF+Channel,True,0.36346608221244353,32,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215536/rf_channel/rf_fingerprinting_channel_estimation_20250730_215547/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250730_215547
27rf_fingerprinting_20250730_215547,2025-07-30 21:55:47,RF,False,0.2936881184577942,34,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215536/rf/rf_fingerprinting_20250730_215547/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250730_215547
28cfo_estimation_channel_estimation_20250730_215547,2025-07-30 21:55:47,CFO+Channel,True,0.01852253854024009,19,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215536/cfo_channel/cfo_estimation_channel_estimation_20250730_215547/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250730_215547
29rf_fingerprinting_cfo_estimation_20250730_215214,2025-07-30 21:52:14,RF+CFO,True,0.928688308224082,2,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.5,300,1024,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215204/rf_cfo/rf_fingerprinting_cfo_estimation_20250730_215214/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250730_215214
30cfo_estimation_20250730_215214,2025-07-30 21:52:14,CFO,False,0.03919708642822046,2,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,1024,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215204/cfo/cfo_estimation_20250730_215214/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250730_215214
31rf_fingerprinting_channel_estimation_20250730_215214,2025-07-30 21:52:14,RF+Channel,True,0.8987914394193257,2,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215204/rf_channel/rf_fingerprinting_channel_estimation_20250730_215214/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250730_215214
32rf_fingerprinting_20250730_215214,2025-07-30 21:52:14,RF,False,0.8679983845123878,2,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215204/rf/rf_fingerprinting_20250730_215214/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250730_215214
33cfo_estimation_channel_estimation_20250730_215214,2025-07-30 21:52:14,CFO+Channel,True,0.029611356869841423,2,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_215204/cfo_channel/cfo_estimation_channel_estimation_20250730_215214/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250730_215214
34rf_fingerprinting_20250730_213647,2025-07-30 21:36:47,RF,False,0.1600826964355432,68,,,,2,True,concat,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250730_213634/rf/rf_fingerprinting_20250730_213647/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250730_213647
35rf_fingerprinting_20250727_012011,2025-07-27 01:20:11,RF,False,0.9075256540225103,277,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250727_012000/rf/rf_fingerprinting_20250727_012011/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250727_012011
36rf_fingerprinting_20250726_230716,2025-07-26 23:07:16,RF,False,0.17992825748828742,63,,,,2,True,,False,False,False,1024,True,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250726_230704/rf/rf_fingerprinting_20250726_230716/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250726_230716
37rf_fingerprinting_cfo_estimation_channel_estimation_20250725_234656,2025-07-25 23:46:56,RF+CFO+Channel,True,0.21333120440920958,130,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_234656/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_234656
38rf_fingerprinting_cfo_estimation_channel_estimation_20250725_234643,2025-07-25 23:46:43,RF+CFO+Channel,True,0.21031090158682603,128,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_234643/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_234643
39rf_fingerprinting_cfo_estimation_channel_estimation_20250725_230503,2025-07-25 23:05:03,RF+CFO+Channel,True,0.22708199416788727,99,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_230503/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_230503
40cfo_estimation_channel_estimation_20250725_230040,2025-07-25 23:00:40,CFO+Channel,True,0.019662491422003277,45,,-19.397897720336914,465.3040503755248,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/cfo_channel/cfo_estimation_channel_estimation_20250725_230040/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250725_230040
41rf_fingerprinting_cfo_estimation_channel_estimation_20250725_225138,2025-07-25 22:51:38,RF+CFO+Channel,True,0.19418769490976745,150,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_225138/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250725_225138
42cfo_estimation_channel_estimation_20250725_224557,2025-07-25 22:45:57,CFO+Channel,True,0.018618601445968334,64,,-19.58988380432129,518.0292193840693,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/cfo_channel/cfo_estimation_channel_estimation_20250725_224557/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250725_224557
43cfo_estimation_channel_estimation_20250725_222053,2025-07-25 22:20:53,CFO+Channel,True,0.019610611166661747,43,,-19.22487449645996,514.0855193347732,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/cfo_channel/cfo_estimation_channel_estimation_20250725_222053/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250725_222053
44cfo_estimation_channel_estimation_20250725_214845,2025-07-25 21:48:45,CFO+Channel,True,0.018668793285122286,66,,-19.721254348754883,380.1164092401337,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/cfo_channel/cfo_estimation_channel_estimation_20250725_214845/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250725_214845
45rf_fingerprinting_channel_estimation_20250725_195930,2025-07-25 19:59:30,RF+Channel,True,0.22613111249386117,206,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/rf_channel/rf_fingerprinting_channel_estimation_20250725_195930/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250725_195930
46rf_fingerprinting_channel_estimation_20250725_192944,2025-07-25 19:29:44,RF+Channel,True,0.27456056169019294,153,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/rf_channel/rf_fingerprinting_channel_estimation_20250725_192944/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250725_192944
47rf_fingerprinting_channel_estimation_20250725_192802,2025-07-25 19:28:02,RF+Channel,True,0.26355236775886554,194,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/rf_channel/rf_fingerprinting_channel_estimation_20250725_192802/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250725_192802
48rf_fingerprinting_channel_estimation_20250725_191635,2025-07-25 19:16:35,RF+Channel,True,0.22345007692750257,237,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/rf_channel/rf_fingerprinting_channel_estimation_20250725_191635/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250725_191635
49rf_fingerprinting_cfo_estimation_20250725_173050,2025-07-25 17:30:50,RF+CFO,True,0.25819101019834095,109,0.9461,,435.2550636230068,2,True,,False,False,False,1024,False,1.0,1.0,1.5,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/rf_cfo/rf_fingerprinting_cfo_estimation_20250725_173050/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250725_173050
50rf_fingerprinting_cfo_estimation_20250725_172827,2025-07-25 17:28:27,RF+CFO,True,0.2104850089750611,161,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.5,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/rf_cfo/rf_fingerprinting_cfo_estimation_20250725_172827/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250725_172827
51rf_fingerprinting_cfo_estimation_20250725_172724,2025-07-25 17:27:24,RF+CFO,True,0.24691362807957024,127,0.9419,,399.80443512553205,2,True,,False,False,False,1024,False,1.0,1.0,1.5,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/rf_cfo/rf_fingerprinting_cfo_estimation_20250725_172724/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250725_172724
52rf_fingerprinting_cfo_estimation_20250725_172539,2025-07-25 17:25:39,RF+CFO,True,0.23086909405314004,131,0.9512,,465.84289869327483,2,True,,False,False,False,1024,False,1.0,1.0,1.5,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/rf_cfo/rf_fingerprinting_cfo_estimation_20250725_172539/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250725_172539
53channel_estimation_20250725_162333,2025-07-25 16:23:33,Channel,False,0.00466829681625733,65,,-20.269428253173828,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/channel/channel_estimation_20250725_162333/channel_estimation_best.pt,,models/runs/channel_estimation_20250725_162333
54channel_estimation_20250725_161907,2025-07-25 16:19:07,Channel,False,0.00457402804078391,67,,-20.335416793823242,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/channel/channel_estimation_20250725_161907/channel_estimation_best.pt,,models/runs/channel_estimation_20250725_161907
55channel_estimation_20250725_161857,2025-07-25 16:18:57,Channel,False,0.004590091188080036,73,,-20.48064422607422,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/channel/channel_estimation_20250725_161857/channel_estimation_best.pt,,models/runs/channel_estimation_20250725_161857
56cfo_estimation_20250725_155425,2025-07-25 15:54:25,CFO,False,0.014161261873176465,23,,,370.74603378609294,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/cfo/cfo_estimation_20250725_155425/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250725_155425
57cfo_estimation_20250725_155101,2025-07-25 15:51:01,CFO,False,0.01387863104733137,22,,,470.7045064328507,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/cfo/cfo_estimation_20250725_155101/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250725_155101
58channel_estimation_20250725_154914,2025-07-25 15:49:14,Channel,False,0.0044166200722639375,103,,-20.46474266052246,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/channel/channel_estimation_20250725_154914/channel_estimation_best.pt,,models/runs/channel_estimation_20250725_154914
59cfo_estimation_20250725_154031,2025-07-25 15:40:31,CFO,False,0.011704989422399264,34,,,449.0595726302613,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/cfo/cfo_estimation_20250725_154031/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250725_154031
60cfo_estimation_20250725_152534,2025-07-25 15:25:34,CFO,False,0.013730936647894291,15,,,417.50633285642056,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/cfo/cfo_estimation_20250725_152534/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250725_152534
61rf_fingerprinting_20250725_111540__0,2025-07-25 11:15:40,RF,False,0.9526960528813876,286,0.8425,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_2/rf/rf_fingerprinting_20250725_111540/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250725_111540__0
62rf_fingerprinting_20250725_111540__1,2025-07-25 11:15:40,RF,False,0.9914445464427655,258,0.8276,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_3/rf/rf_fingerprinting_20250725_111540/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250725_111540__1
63rf_fingerprinting_20250725_111540__2,2025-07-25 11:15:40,RF,False,0.8469145618952237,274,0.8859,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_4/rf/rf_fingerprinting_20250725_111540/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250725_111540__2
64rf_fingerprinting_20250725_111540__3,2025-07-25 11:15:40,RF,False,0.9758341679206262,298,0.8321,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250725_111527/run_1/rf/rf_fingerprinting_20250725_111540/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250725_111540__3
65rf_fingerprinting_cfo_estimation_channel_estimation_20250724_155300,2025-07-24 15:53:00,RF+CFO+Channel,True,0.46683119237422943,58,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250724_155300/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250724_155300
66cfo_estimation_channel_estimation_20250724_145701,2025-07-24 14:57:01,CFO+Channel,True,0.01888381947691624,49,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/cfo_channel/cfo_estimation_channel_estimation_20250724_145701/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250724_145701
67rf_fingerprinting_channel_estimation_20250724_112542,2025-07-24 11:25:42,RF+Channel,True,0.2467618387264128,221,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/rf_channel/rf_fingerprinting_channel_estimation_20250724_112542/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250724_112542
68rf_fingerprinting_cfo_estimation_20250724_044534,2025-07-24 04:45:34,RF+CFO,True,0.2048017012241941,180,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.5,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/rf_cfo/rf_fingerprinting_cfo_estimation_20250724_044534/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250724_044534
69channel_estimation_20250724_002415,2025-07-24 00:24:15,Channel,False,0.004364323229170763,111,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/channel/channel_estimation_20250724_002415/channel_estimation_best.pt,,models/runs/channel_estimation_20250724_002415
70cfo_estimation_20250723_231028,2025-07-23 23:10:28,CFO,False,0.012868060157276116,37,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/cfo/cfo_estimation_20250723_231028/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250723_231028
71channel_estimation_20250723_165413,2025-07-23 16:54:13,Channel,False,0.0046933735720813274,58,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_160120/channel/channel_estimation_20250723_165413/channel_estimation_best.pt,,models/runs/channel_estimation_20250723_165413
72rf_fingerprinting_20250723_164632,2025-07-23 16:46:32,RF,False,0.9563012902553265,264,,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250723_164619/rf/rf_fingerprinting_20250723_164632/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250723_164632
73cfo_estimation_20250723_160133,2025-07-23 16:01:33,CFO,False,0.012495263766210813,36,,,435.4604172031702,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/cfo/cfo_estimation_20250723_160133/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250723_160133
74rf_fingerprinting_cfo_estimation_channel_estimation_20250721_133407,2025-07-21 13:34:07,RF+CFO+Channel,True,0.1587694730036534,232,0.9759,-18.317338943481445,506.4876687030876,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250721_133407/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250721_133407
75cfo_estimation_channel_estimation_20250721_121653,2025-07-21 12:16:53,CFO+Channel,True,0.018495002725663092,79,,-19.784757614135742,499.041956566509,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/cfo_channel/cfo_estimation_channel_estimation_20250721_121653/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250721_121653
76rf_fingerprinting_channel_estimation_20250721_092120,2025-07-21 09:21:20,RF+Channel,True,0.22760307838997015,207,0.9428,-17.923843383789062,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/rf_channel/rf_fingerprinting_channel_estimation_20250721_092120/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250721_092120
77rf_fingerprinting_cfo_estimation_20250721_070152,2025-07-21 07:01:52,RF+CFO,True,0.20325898780272555,164,0.9579,,468.8974641882728,2,True,,False,False,False,1024,False,1.0,1.0,1.5,300,512,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/rf_cfo/rf_fingerprinting_cfo_estimation_20250721_070152/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250721_070152
78channel_estimation_20250721_055732,2025-07-21 05:57:32,Channel,False,0.0045872178071966535,69,,-20.46431541442871,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/channel/channel_estimation_20250721_055732/channel_estimation_best.pt,,models/runs/channel_estimation_20250721_055732
79rf_fingerprinting_20250721_015541,2025-07-21 01:55:41,RF,False,0.9332927557138296,289,0.8483,,,2,True,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250721_015529/rf/rf_fingerprinting_20250721_015541/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250721_015541
80rf_fingerprinting_cfo_estimation_channel_estimation_20250720_190626,2025-07-20 19:06:26,RF+CFO+Channel,True,0.19961655017239255,81,0.9643,-18.368858337402344,521.6214770054726,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250720_190602/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250720_190626/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250720_190626
81cfo_estimation_20250716_163944,2025-07-16 16:39:44,CFO,False,376.1991354135367,18,,,543655.4559059027,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250716_163930/cfo/cfo_estimation_20250716_163944/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250716_163944
82cfo_estimation_20250711_121048,2025-07-11 12:10:48,CFO,False,1.1189305896942432,21,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250711_121035/cfo/cfo_estimation_20250711_121048/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250711_121048
83cfo_estimation_20250711_114130,2025-07-11 11:41:30,CFO,False,1.1290902266135583,15,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250711_114115/cfo/cfo_estimation_20250711_114130/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250711_114130
84cfo_estimation_20250704_173156,2025-07-04 17:31:56,CFO,False,1.1196948542044713,5,,,743.6411091792321,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250704_173145/cfo/cfo_estimation_20250704_173156/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250704_173156
85cfo_estimation_20250704_155644,2025-07-04 15:56:44,CFO,False,0.0010167179078472634,23,,,700.4461354690391,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250704_155632/cfo/cfo_estimation_20250704_155644/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250704_155644
86cfo_estimation_20250704_152845,2025-07-04 15:28:45,CFO,False,0.0009834433490491042,7,,,215364.52667124374,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250704_152831/cfo/cfo_estimation_20250704_152845/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250704_152845
87cfo_estimation_20250702_140119,2025-07-02 14:01:19,CFO,False,0.000984225019727511,2,,,212331.1299790961,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250702_140113/cfo/cfo_estimation_20250702_140119/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250702_140119
88rf_fingerprinting_20250626_120349,2025-06-26 12:03:49,RF,False,0.8725821031973913,298,0.8743,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250626_120335/rf/rf_fingerprinting_20250626_120349/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250626_120349
89rf_fingerprinting_cfo_estimation_channel_estimation_20250626_090411,2025-06-26 09:04:11,RF+CFO+Channel,True,0.1291566827623263,214,0.9775,-17.999780654907227,702.268060042658,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_204601/rf_cfo_channel/rf_fingerprinting_cfo_estimation_channel_estimation_20250626_090411/rf_fingerprinting_cfo_estimation_channel_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_channel_estimation_20250626_090411
90cfo_estimation_channel_estimation_20250626_054415,2025-06-26 05:44:15,CFO+Channel,True,0.005157604388212069,292,,-20.712249755859375,703.4255260442299,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_204601/cfo_channel/cfo_estimation_channel_estimation_20250626_054415/cfo_estimation_channel_estimation_best.pt,,models/runs/cfo_estimation_channel_estimation_20250626_054415
91rf_fingerprinting_channel_estimation_20250626_021924,2025-06-26 02:19:24,RF+Channel,True,0.2841975166766833,291,0.932,-18.13313865661621,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_204601/rf_channel/rf_fingerprinting_channel_estimation_20250626_021924/rf_fingerprinting_channel_estimation_best.pt,,models/runs/rf_fingerprinting_channel_estimation_20250626_021924
92rf_fingerprinting_cfo_estimation_20250626_002655,2025-06-26 00:26:55,RF+CFO,True,0.18722385723399035,141,0.9632,,696.5146077355029,1,False,,False,False,False,1024,False,1.0,1.0,1.5,300,256,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_204601/rf_cfo/rf_fingerprinting_cfo_estimation_20250626_002655/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250626_002655
93channel_estimation_20250625_204613,2025-06-25 20:46:13,Channel,False,0.004105437067874636,296,,-20.890607833862305,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_204601/channel/channel_estimation_20250625_204613/channel_estimation_best.pt,,models/runs/channel_estimation_20250625_204613
94channel_estimation_20250625_143337,2025-06-25 14:33:37,Channel,False,0.004217522335238755,235,,-20.855207443237305,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_133600/channel/channel_estimation_20250625_143337/channel_estimation_best.pt,,models/runs/channel_estimation_20250625_143337
95cfo_estimation_20250625_133639,2025-06-25 13:36:39,CFO,False,0.0009765483281136347,2,,,680.2501930025028,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250625_133600/cfo/cfo_estimation_20250625_133639/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250625_133639
96rf_fingerprinting_20250620_140943,2025-06-20 14:09:43,RF,False,0.8704222647043375,279,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,512,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250620_140931/rf/rf_fingerprinting_20250620_140943/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250620_140943
97rf_fingerprinting_20250619_145734,2025-06-19 14:57:34,RF,False,1.526510775089264,127,0.5048,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,256,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results_20250619_145724/rf/rf_fingerprinting_20250619_145734/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250619_145734
98rf_fingerprinting_cfo_estimation_20250616_184305,2025-06-16 18:43:05,RF+CFO,True,2.2366479171753757,2,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.5,200,64,0.0001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results/mtl/rf_cfo/rf_fingerprinting_cfo_estimation_20250616_184305/rf_fingerprinting_cfo_estimation_best.pt,,models/runs/rf_fingerprinting_cfo_estimation_20250616_184305
99cfo_estimation_20250616_183659,2025-06-16 18:36:59,CFO,False,0.00098763299524983,3,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,150,128,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results/single_task/cfo_estimation/cfo_estimation_20250616_183659/cfo_estimation_best.pt,,models/runs/cfo_estimation_20250616_183659
100channel_estimation_20250616_183501,2025-06-16 18:35:01,Channel,False,0.014156782240109536,0,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,150,128,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results/single_task/channel_estimation/channel_estimation_20250616_183501/channel_estimation_best.pt,,models/runs/channel_estimation_20250616_183501
101rf_fingerprinting_20250616_182822,2025-06-16 18:28:22,RF,False,2.7545212866033166,3,,,,1,False,,False,False,False,1024,False,1.0,1.0,1.0,300,128,0.001,/scratch/10608/aadharsh_aadhithya/data/rep_lr/OracleDatasetProcessed-arranged/rf_partition_dict_0.5.pkl,/work/10608/aadharsh_aadhithya/vista/RepresentationLearning/results/single_task/rf_fingerprinting/rf_fingerprinting_20250616_182822/rf_fingerprinting_best.pt,,models/runs/rf_fingerprinting_20250616_182822
102