Files
Building/checkpoints/forward/training_history.csv
CrbnsCat10n 484643409d modified: Figure_1.png
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
2026-05-06 12:19:55 +08:00

4.2 KiB

1epochlrtrain_losstrain_time_losstrain_weighted_time_losstrain_fft_losstrain_rms_losstrain_scale_losstrain_underestimate_losstrain_envelope_losstrain_rms_errortrain_dominant_freq_errorval_lossval_time_lossval_weighted_time_lossval_fft_lossval_rms_lossval_scale_lossval_underestimate_lossval_envelope_lossval_rms_errorval_dominant_freq_error
210.00125.5999408847880831.75627422838840850.17562742573472692774.06175030402440.487808568860.42438542041576130.15595955605495650.88055008874749240.487808568860.530487636471049511.6348796712941130.55657549048292220.055657550050266861030.24797479037580.195992510894249240.301233033167904840.074806010362627950.62664093436865980.195992510894249241.0759024783184585
320.00118.89501989112711.8079377615226890.180793778795116351975.31592833321040.34592139988013030.350678208301652140.10925753889078240.7583645888656940.34592139988013030.482103595935459210.5420491448764140.50951523410862890.05095152441283752783.48610055857690.167587409502473360.27326875051547740.104113709406349160.69049926461844610.167587409502473360.9969777073497166
430.00116.698261836789691.78235447069384010.178235450162077841672.45295686541860.309890016632260.32811199241089370.103248305689051470.70088642498232280.309890016632260.556250510426872211.5368066656178440.53935764678593330.05393576609163449807.37077620933790.212867670275014020.334258275042320140.104367231677189990.69956688017680720.212867670275014021.0535930765001758
540.00114.2936463086110241.75816310351749630.17581631285402011394.15214624944720.257871850481573130.29360013862825790.085244042342001530.68569444344853460.257871850481573130.470718946899371211.00883516772040.5120586218505070.05120586244196727716.7543192896350.187681498712506780.309349407923632640.124573554859721450.70221694379017270.187681498712506780.9801404230908486
650.00113.642894915814671.77366385032545850.17736638801277811282.95951526569870.25861575215492610.29664677240938510.08019866908566570.6627261022914130.25861575215492610.481692955702473312.696747187910410.53211198695774730.0532112003400408923.8695915485250.20187650338329120.35012815918388040.13007950582862670.7634393387827380.20187650338329120.8944807380729035
760.00111.7766486788695721.77151548862457280.177151551927035721060.1499996545180.217446621226252250.26691580324802760.072910705730670460.62863826667362790.217446621226252250.4927516317334708613.5667236920060790.55996995136655610.0559969957404095541081.88590319403280.233479777800625760.3993474828272030.095718849819667380.7535888408792430.233479777800625760.802507071705832
870.00110.5988315231395221.80216296326439340.180216298631902959.81659482560060.19185285087463990.245213266321510640.062250787321970150.56349538828966750.19185285087463990.4349850657627906712.3355027889383240.53735782565741710.053735782938270735897.69214340736130.220046796932302670.38519766310165670.090887678722883090.74857401847839360.220046796932302670.7111648032890617
980.000510.0968353163521241.7711016220866510.17711016507643573904.13451975696490.182184466494704180.22654654957213490.060176332314270280.58319159048908160.182184466494704180.468889236485010712.4815760974226320.557410539224230.05574105519416003993.83514299063850.201134629804512550.373945888774148360.087854255633107540.72517362956343020.201134629804512550.7193729794563382
1090.00059.3019180117913011.80920922418810280.18092092534281173872.44882346099280.154960708235794640.20508900474546090.050944816540786120.53161917233242180.154960708235794640.4595237795629966712.338871890100940.5291844123396380.052918442107480146888.43207155424980.20590962649419390.356938273613822850.117480634298207680.73065993909178110.20590962649419390.7187415812949122
11100.00059.5097473612371481.7750096815936970.17750097143481364875.15259796718390.152110233762354220.219001513747674130.0547681929244888260.55564921307113930.152110233762354220.4849200775930252411.803036163593160.51094821814833010.05109482271404102766.14278951184510.203087236089953050.334456846631806470.135681002561388350.72498933611244990.203087236089953050.7126380656820888