CrbnsCat10n
484643409d
modified: checkpoints/forward/best_tcn_model.pt modified: checkpoints/forward/training_history.csv new file: checkpoints_mlp/task1_feature_mlp/best_feature_mlp.pt new file: checkpoints_mlp/task1_feature_mlp/training_history.csv new file: checkpoints_rms/forward_rms/best_rms_model.pt new file: checkpoints_rms/forward_rms/training_history.csv modified: evaluation_outputs/forward/evaluation_forward_test_b0_s0.png new file: evaluation_outputs/forward/evaluation_forward_val_b0_s0.png new file: evaluation_outputs/forward/evaluation_forward_val_b3_s0.png new file: evaluation_outputs/forward_rms/evaluation_test_all_samples.csv new file: evaluation_outputs/forward_rms/evaluation_test_s0.png new file: evaluation_outputs/forward_rms/evaluation_train_all_samples.csv new file: evaluation_outputs/forward_rms/evaluation_val_all_samples.csv new file: evaluation_outputs/forward_rms/evaluation_val_s0.png new file: evaluation_outputs/forward_rms/evaluation_val_s0_waveform.png new file: evaluation_outputs/task1_feature_mlp/evaluation_train_all_samples.csv new file: evaluation_outputs/task1_feature_mlp/evaluation_train_curve.png new file: evaluation_outputs/task1_feature_mlp/evaluation_val_all_samples.csv new file: evaluation_outputs/task1_feature_mlp/evaluation_val_curve.png new file: evaluation_outputs/task1_feature_mlp/evaluation_val_s0.png new file: evaluation_outputs/task1_feature_mlp/harmonic_5mm_0.75Hz_prediction.png new file: evaluation_outputs/task1_feature_mlp/harmonic_5mm_1.55Hz_prediction.png new file: scripts/__pycache__/config.cpython-310.pyc new file: scripts/__pycache__/dataset.cpython-310.pyc new file: scripts/__pycache__/model.cpython-310.pyc new file: scripts/config.py new file: scripts/dataset.py new file: scripts/evaluate.py new file: scripts/model.py new file: scripts/predict_single.py new file: scripts/train.py modified: src/__pycache__/config.cpython-310.pyc modified: src/__pycache__/dataset.cpython-310.pyc modified: src/__pycache__/model.cpython-310.pyc modified: src/config.py modified: src/dataset.py modified: src/model.py new file: src_new/__pycache__/config.cpython-310.pyc new file: src_new/__pycache__/dataset.cpython-310.pyc new file: src_new/__pycache__/evaluate.cpython-310.pyc new file: src_new/__pycache__/model.cpython-310.pyc new file: src_new/__pycache__/train.cpython-310.pyc new file: src_new/config.py new file: src_new/dataset.py new file: src_new/evaluate.py new file: src_new/model.py new file: src_new/train.py
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| 1 | file_name | frequency_hz | true_rms | pred_rms | relative_error_percent |
|---|---|---|---|---|---|
| 2 | harmonic_5mm_1.65Hz.csv | 1.649999976158142 | 0.9560214281082153 | 0.958398163318634 | 0.24860689734976008 |
| 3 | harmonic_5mm_1.7Hz.csv | 1.7000000476837158 | 0.7670571804046631 | 0.7446213364601135 | 2.9249245711660596 |
| 4 | harmonic_5mm_0.7Hz.csv | 0.699999988079071 | 0.3087632358074188 | 0.2989788353443146 | 3.1689007395967814 |
| 5 | harmonic_5mm_1.75Hz.csv | 1.75 | 1.1417795419692993 | 1.1781681776046753 | 3.187010652915903 |
| 6 | harmonic_5mm_1Hz.csv | 1.0 | 0.4110860228538513 | 0.4256628453731537 | 3.545929977892899 |
| 7 | harmonic_5mm_0.6Hz.csv | 0.6000000238418579 | 0.22619637846946716 | 0.2362937331199646 | 4.463977150660003 |
| 8 | harmonic_5mm_2.5Hz.csv | 2.5 | 1.527108907699585 | 1.4517914056777954 | 4.932032132223416 |
| 9 | harmonic_5mm_1.1Hz.csv | 1.100000023841858 | 0.4332965314388275 | 0.4580433964729309 | 5.711300054013273 |
| 10 | harmonic_5mm_0.8Hz.csv | 0.800000011920929 | 0.3433072865009308 | 0.31963616609573364 | 6.895024176870468 |
| 11 | harmonic_5mm_0.9Hz.csv | 0.8999999761581421 | 0.39361461997032166 | 0.3609310984611511 | 8.303431796216017 |
| 12 | harmonic_5mm_2Hz.csv | 2.0 | 0.8881404399871826 | 0.8095211982727051 | 8.852118220808878 |
| 13 | harmonic_5mm_0.5Hz.csv | 0.5 | 0.185550257563591 | 0.20308159291744232 | 9.448294809207178 |
| 14 | harmonic_5mm_2.2Hz.csv | 2.200000047683716 | 1.4068351984024048 | 1.25899076461792 | 10.50900872770146 |
| 15 | harmonic_5mm_1.45Hz.csv | 1.4500000476837158 | 0.8364413976669312 | 0.9315659403800964 | 11.372529262479622 |
| 16 | harmonic_5mm_2.25Hz.csv | 2.25 | 2.169835090637207 | 1.8927007913589478 | 12.77213648512221 |
| 17 | harmonic_5mm_1.95Hz.csv | 1.9500000476837158 | 1.9055689573287964 | 1.6509041786193848 | 13.364238419710492 |
| 18 | harmonic_5mm_1.3Hz.csv | 1.2999999523162842 | 0.8282244205474854 | 0.7093077301979065 | 14.358027534490079 |
| 19 | harmonic_5mm_2.4Hz.csv | 2.4000000953674316 | 4.0633931159973145 | 3.3863630294799805 | 16.66169300361096 |
| 20 | harmonic_5mm_1.8Hz.csv | 1.7999999523162842 | 1.193358063697815 | 0.9930893182754517 | 16.781949317189667 |
| 21 | harmonic_5mm_1.4Hz.csv | 1.399999976158142 | 0.5552759170532227 | 0.6490811109542847 | 16.893438202555952 |
| 22 | harmonic_5mm_1.15Hz.csv | 1.149999976158142 | 0.8088750243186951 | 0.6577692627906799 | 18.680977528671942 |
| 23 | harmonic_5mm_0.85Hz.csv | 0.8500000238418579 | 0.590942919254303 | 0.47555646300315857 | 19.5258209366055 |
| 24 | harmonic_5mm_1.6Hz.csv | 1.600000023841858 | 1.2506930828094482 | 0.928046464920044 | 25.797425629366955 |
| 25 | harmonic_5mm_1.35Hz.csv | 1.350000023841858 | 1.2584363222122192 | 0.9336408972740173 | 25.809444562696697 |
| 26 | harmonic_5mm_1.5Hz.csv | 1.5 | 1.0597823858261108 | 0.7772730588912964 | 26.657295942373644 |
| 27 | harmonic_5mm_1.9Hz.csv | 1.899999976158142 | 0.816762387752533 | 1.040550708770752 | 27.399440078773996 |
| 28 | harmonic_5mm_1.2Hz.csv | 1.2000000476837158 | 0.8279687762260437 | 0.5912047028541565 | 28.595773194622048 |
| 29 | harmonic_5mm_2.15Hz.csv | 2.1500000953674316 | 2.85538649559021 | 1.9993276596069336 | 29.98048906182589 |
| 30 | harmonic_5mm_1.05Hz.csv | 1.0499999523162842 | 0.39136433601379395 | 0.5116328001022339 | 30.73056306392747 |
| 31 | harmonic_5mm_2.3Hz.csv | 2.299999952316284 | 3.4340105056762695 | 2.2803103923797607 | 33.59628956840676 |
| 32 | harmonic_5mm_0.55Hz.csv | 0.550000011920929 | 0.23804350197315216 | 0.33142292499542236 | 39.22788156292628 |
| 33 | harmonic_5mm_0.65Hz.csv | 0.6499999761581421 | 0.24615468084812164 | 0.35735413432121277 | 45.174624788752894 |
| 34 | harmonic_5mm_2.45Hz.csv | 2.450000047683716 | 4.256887435913086 | 2.1653497219085693 | 49.13302842728069 |
| 35 | harmonic_5mm_2.1Hz.csv | 2.0999999046325684 | 1.085241436958313 | 1.8744914531707764 | 72.72575385847348 |
| 36 | harmonic_5mm_2.05Hz.csv | 2.049999952316284 | 0.7474663257598877 | 1.5259369611740112 | 104.14792059330784 |
| 37 | harmonic_5mm_2.35Hz.csv | 2.3499999046325684 | 1.0703518390655518 | 2.9562220573425293 | 176.19161750807072 |