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modified: Figure_1.png

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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
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	new file:   evaluation_outputs/forward_rms/evaluation_val_s0.png
	new file:   evaluation_outputs/forward_rms/evaluation_val_s0_waveform.png
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	new file:   evaluation_outputs/task1_feature_mlp/evaluation_train_curve.png
	new file:   evaluation_outputs/task1_feature_mlp/evaluation_val_all_samples.csv
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	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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CrbnsCat10n
2026-05-06 12:19:55 +08:00
parent dcc023cc04
commit 484643409d
48 changed files with 2706 additions and 18 deletions
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evaluation_outputs/forward_rms/evaluation_train_all_samples.csv Normal file
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file_name,frequency_hz,true_rms,pred_rms,relative_error_percent
harmonic_5mm_1.65Hz.csv,1.649999976158142,0.9560214281082153,0.958398163318634,0.24860689734976008
harmonic_5mm_1.7Hz.csv,1.7000000476837158,0.7670571804046631,0.7446213364601135,2.9249245711660596
harmonic_5mm_0.7Hz.csv,0.699999988079071,0.3087632358074188,0.2989788353443146,3.1689007395967814
harmonic_5mm_1.75Hz.csv,1.75,1.1417795419692993,1.1781681776046753,3.187010652915903
harmonic_5mm_1Hz.csv,1.0,0.4110860228538513,0.4256628453731537,3.545929977892899
harmonic_5mm_0.6Hz.csv,0.6000000238418579,0.22619637846946716,0.2362937331199646,4.463977150660003
harmonic_5mm_2.5Hz.csv,2.5,1.527108907699585,1.4517914056777954,4.932032132223416
harmonic_5mm_1.1Hz.csv,1.100000023841858,0.4332965314388275,0.4580433964729309,5.711300054013273
harmonic_5mm_0.8Hz.csv,0.800000011920929,0.3433072865009308,0.31963616609573364,6.895024176870468
harmonic_5mm_0.9Hz.csv,0.8999999761581421,0.39361461997032166,0.3609310984611511,8.303431796216017
harmonic_5mm_2Hz.csv,2.0,0.8881404399871826,0.8095211982727051,8.852118220808878
harmonic_5mm_0.5Hz.csv,0.5,0.185550257563591,0.20308159291744232,9.448294809207178
harmonic_5mm_2.2Hz.csv,2.200000047683716,1.4068351984024048,1.25899076461792,10.50900872770146
harmonic_5mm_1.45Hz.csv,1.4500000476837158,0.8364413976669312,0.9315659403800964,11.372529262479622
harmonic_5mm_2.25Hz.csv,2.25,2.169835090637207,1.8927007913589478,12.77213648512221
harmonic_5mm_1.95Hz.csv,1.9500000476837158,1.9055689573287964,1.6509041786193848,13.364238419710492
harmonic_5mm_1.3Hz.csv,1.2999999523162842,0.8282244205474854,0.7093077301979065,14.358027534490079
harmonic_5mm_2.4Hz.csv,2.4000000953674316,4.0633931159973145,3.3863630294799805,16.66169300361096
harmonic_5mm_1.8Hz.csv,1.7999999523162842,1.193358063697815,0.9930893182754517,16.781949317189667
harmonic_5mm_1.4Hz.csv,1.399999976158142,0.5552759170532227,0.6490811109542847,16.893438202555952
harmonic_5mm_1.15Hz.csv,1.149999976158142,0.8088750243186951,0.6577692627906799,18.680977528671942
harmonic_5mm_0.85Hz.csv,0.8500000238418579,0.590942919254303,0.47555646300315857,19.5258209366055
harmonic_5mm_1.6Hz.csv,1.600000023841858,1.2506930828094482,0.928046464920044,25.797425629366955
harmonic_5mm_1.35Hz.csv,1.350000023841858,1.2584363222122192,0.9336408972740173,25.809444562696697
harmonic_5mm_1.5Hz.csv,1.5,1.0597823858261108,0.7772730588912964,26.657295942373644
harmonic_5mm_1.9Hz.csv,1.899999976158142,0.816762387752533,1.040550708770752,27.399440078773996
harmonic_5mm_1.2Hz.csv,1.2000000476837158,0.8279687762260437,0.5912047028541565,28.595773194622048
harmonic_5mm_2.15Hz.csv,2.1500000953674316,2.85538649559021,1.9993276596069336,29.98048906182589
harmonic_5mm_1.05Hz.csv,1.0499999523162842,0.39136433601379395,0.5116328001022339,30.73056306392747
harmonic_5mm_2.3Hz.csv,2.299999952316284,3.4340105056762695,2.2803103923797607,33.59628956840676
harmonic_5mm_0.55Hz.csv,0.550000011920929,0.23804350197315216,0.33142292499542236,39.22788156292628
harmonic_5mm_0.65Hz.csv,0.6499999761581421,0.24615468084812164,0.35735413432121277,45.174624788752894
harmonic_5mm_2.45Hz.csv,2.450000047683716,4.256887435913086,2.1653497219085693,49.13302842728069
harmonic_5mm_2.1Hz.csv,2.0999999046325684,1.085241436958313,1.8744914531707764,72.72575385847348
harmonic_5mm_2.05Hz.csv,2.049999952316284,0.7474663257598877,1.5259369611740112,104.14792059330784
harmonic_5mm_2.35Hz.csv,2.3499999046325684,1.0703518390655518,2.9562220573425293,176.19161750807072
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