2021-12-11 10:02:15 | INFO : Logging experiment exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs_rerun2
2021-12-11 10:02:15 | INFO : Experiment config: do training = True
2021-12-11 10:02:15 | INFO : Experiment config: do validation = True
2021-12-11 10:02:15 | INFO : Experiment config: do testing = True
2021-12-11 10:02:15 | INFO : Training set parameters: {'context': 75, 'stride': 35, 'compression': 10, 'aug:transpsemitones': 5, 'aug:randomeq': 20, 'aug:noisestd': 0.0001, 'aug:tuning': True}
2021-12-11 10:02:15 | INFO : Validation set parameters: {'context': 75, 'stride': 35, 'compression': 10}
2021-12-11 10:02:15 | INFO : Test set parameters: {'context': 75, 'stride': 1, 'compression': 10}
2021-12-11 10:02:15 | INFO : Training parameters: {'batch_size': 25, 'shuffle': True, 'num_workers': 16}
2021-12-11 10:02:15 | INFO : Trained model saved in /tsi/clusterhome/cweiss/models/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs_rerun2.pt
2021-12-11 10:02:15 | INFO : --- Training config: -----------------------------------------
2021-12-11 10:02:15 | INFO : Maximum number of epochs: 100
2021-12-11 10:02:15 | INFO : Criterion (Loss): BCELoss
2021-12-11 10:02:15 | INFO : Optimizer parameters: {'name': 'AdamW', 'initial_lr': 0.0002, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.01, 'amsgrad': False}
2021-12-11 10:02:15 | INFO : Scheduler parameters: {'use_scheduler': True, 'name': 'ReduceLROnPlateau', 'mode': 'min', 'factor': 0.5, 'patience': 5, 'threshold': 0.0001, 'threshold_mode': 'rel', 'cooldown': 0, 'min_lr': 1e-06, 'eps': 1e-08, 'verbose': False}
2021-12-11 10:02:15 | INFO : Early stopping parameters: {'use_early_stopping': True, 'mode': 'min', 'min_delta': 1e-05, 'patience': 12, 'percentage': False}
2021-12-11 10:02:15 | INFO : Test parameters: {'batch_size': 50, 'shuffle': False, 'num_workers': 8}
2021-12-11 10:02:15 | INFO : Save filewise results = True, in folder /tsi/clusterhome/cweiss/code/deep_pitch_estimation/experiments/results_filewise/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs_rerun2.csv
2021-12-11 10:02:15 | INFO : Save model predictions = True, in folder /tsi/clusterhome/cweiss/predictions/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs_rerun2
2021-12-11 10:02:15 | INFO : CUDA use_cuda: True
2021-12-11 10:02:15 | INFO : CUDA device: cuda:0
2021-12-11 10:02:18 | INFO : --- Model config: --------------------------------------------
2021-12-11 10:02:18 | INFO : Model: deep_cnn_segm_sigmoid
2021-12-11 10:02:18 | INFO : Model parameters: {'n_chan_input': 6, 'n_chan_layers': [40, 40, 30, 10], 'n_prefilt_layers': 5, 'residual': True, 'n_bins_in': 216, 'n_bins_out': 72, 'a_lrelu': 0.3, 'p_dropout': 0.2}
2021-12-11 10:02:19 | INFO :
==========================================================================================
Layer (type:depth-idx) Output Shape Param #
==========================================================================================
├─LayerNorm: 1-1 [1, 174, 6, 216] 2,592
├─Sequential: 1-2 [1, 40, 174, 216] --
| └─Conv2d: 2-1 [1, 40, 174, 216] 54,040
| └─LeakyReLU: 2-2 [1, 40, 174, 216] --
| └─MaxPool2d: 2-3 [1, 40, 174, 216] --
| └─Dropout: 2-4 [1, 40, 174, 216] --
├─ModuleList: 1 [] --
| └─Sequential: 2-5 [1, 40, 174, 216] --
| | └─Conv2d: 3-1 [1, 40, 174, 216] 360,040
| | └─LeakyReLU: 3-2 [1, 40, 174, 216] --
| | └─MaxPool2d: 3-3 [1, 40, 174, 216] --
| | └─Dropout: 3-4 [1, 40, 174, 216] --
| └─Sequential: 2-6 [1, 40, 174, 216] --
| | └─Conv2d: 3-5 [1, 40, 174, 216] 360,040
| | └─LeakyReLU: 3-6 [1, 40, 174, 216] --
| | └─MaxPool2d: 3-7 [1, 40, 174, 216] --
| | └─Dropout: 3-8 [1, 40, 174, 216] --
| └─Sequential: 2-7 [1, 40, 174, 216] --
| | └─Conv2d: 3-9 [1, 40, 174, 216] 360,040
| | └─LeakyReLU: 3-10 [1, 40, 174, 216] --
| | └─MaxPool2d: 3-11 [1, 40, 174, 216] --
| | └─Dropout: 3-12 [1, 40, 174, 216] --
| └─Sequential: 2-8 [1, 40, 174, 216] --
| | └─Conv2d: 3-13 [1, 40, 174, 216] 360,040
| | └─LeakyReLU: 3-14 [1, 40, 174, 216] --
| | └─MaxPool2d: 3-15 [1, 40, 174, 216] --
| | └─Dropout: 3-16 [1, 40, 174, 216] --
├─Sequential: 1-3 [1, 40, 174, 72] --
| └─Conv2d: 2-9 [1, 40, 174, 72] 14,440
| └─LeakyReLU: 2-10 [1, 40, 174, 72] --
| └─MaxPool2d: 2-11 [1, 40, 174, 72] --
| └─Dropout: 2-12 [1, 40, 174, 72] --
├─Sequential: 1-4 [1, 30, 100, 72] --
| └─Conv2d: 2-13 [1, 30, 100, 72] 90,030
| └─LeakyReLU: 2-14 [1, 30, 100, 72] --
| └─Dropout: 2-15 [1, 30, 100, 72] --
├─Sequential: 1-5 [1, 1, 100, 72] --
| └─Conv2d: 2-16 [1, 10, 100, 72] 310
| └─LeakyReLU: 2-17 [1, 10, 100, 72] --
| └─Dropout: 2-18 [1, 10, 100, 72] --
| └─Conv2d: 2-19 [1, 1, 100, 72] 11
| └─Sigmoid: 2-20 [1, 1, 100, 72] --
==========================================================================================
Total params: 1,601,583
Trainable params: 1,601,583
Non-trainable params: 0
Total mult-adds (G): 56.98
==========================================================================================
Input size (MB): 0.90
Forward/backward pass size (MB): 68.31
Params size (MB): 6.41
Estimated Total Size (MB): 75.62
==========================================================================================
2021-12-11 10:02:19 | INFO : - file 2530_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-11 10:02:19 | INFO : - file 1822_Mozart_K421_StringQuartet.npy added to training set.
2021-12-11 10:02:19 | INFO : - file 1752_Schubert_D845_PianoSonata.npy added to training set.
2021-12-11 10:02:19 | INFO : - file 2297_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-11 10:02:19 | INFO : - file 2240_Bach_BWV862_WTKI.npy added to training set.
2021-12-11 10:02:19 | INFO : - file 2463_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-11 10:02:20 | INFO : - file 2550_Beethoven_OP78_PianoSonata.npy added to training set.
2021-12-11 10:02:20 | INFO : - file 2566_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-11 10:02:20 | INFO : - file 2492_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-11 10:02:20 | INFO : - file 2359_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-11 10:02:20 | INFO : - file 2138_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-11 10:02:20 | INFO : - file 1811_Mozart_K581_ClarinetQuintet.npy added to validation set.
2021-12-11 10:02:20 | INFO : - file 2127_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2531_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2116_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2284_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2379_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2237_Bach_BWV868_WTKI.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2313_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 1755_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-11 10:02:21 | INFO : - file 2405_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-11 10:02:21 | INFO : - file 2307_Bach_BWV863_WTKI.npy added to training set.
2021-12-11 10:02:22 | INFO : - file 2533_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-11 10:02:22 | INFO : - file 2200_Bach_BWV861_WTKI.npy added to training set.
2021-12-11 10:02:22 | INFO : - file 2567_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-11 10:02:22 | INFO : - file 2481_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-11 10:02:22 | INFO : - file 2334_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-11 10:02:22 | INFO : - file 2208_Bach_BWV855_WTKI.npy added to training set.
2021-12-11 10:02:22 | INFO : - file 1766_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-11 10:02:23 | INFO : - file 2169_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-11 10:02:23 | INFO : - file 2148_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-11 10:02:23 | INFO : - file 2501_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-11 10:02:23 | INFO : - file 2614_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-11 10:02:23 | INFO : - file 2557_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-11 10:02:23 | INFO : - file 2373_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 1733_Schubert_D959_PianoSonata.npy added to validation set.
2021-12-11 10:02:24 | INFO : - file 2079_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 1835_Mozart_K590_StringQuartet.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 1873_Mozart_K502_PianoTrio.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 2424_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 2209_Bach_BWV849_WTKI.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 2410_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 2296_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-11 10:02:24 | INFO : - file 1817_Mozart_K375_Serenadein.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2472_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2383_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2462_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2575_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2320_Beethoven_OP38_Trioin.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2207_Bach_BWV855_WTKI.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2476_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-11 10:02:25 | INFO : - file 2371_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 2147_Brahms_OP36_StringSextet.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 2215_Bach_BWV846_WTKI.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 1777_Schubert_D850_PianoSonata.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 2502_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 1922_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 1893_Mozart_K564_PianoTrio.npy added to training set.
2021-12-11 10:02:26 | INFO : - file 2186_Bach_BWV1006_ViolinPartita.npy added to validation set.
2021-12-11 10:02:26 | INFO : - file 2160_Brahms_OP40_HornTrio.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2509_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2505_Beethoven_OP103_Octetin.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2506_Beethoven_OP103_Octetin.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2628_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2218_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2529_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2374_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2392_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 2231_Bach_BWV866_WTKI.npy added to training set.
2021-12-11 10:02:27 | INFO : - file 1813_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-11 10:02:28 | INFO : - file 2196_Bach_BWV848_WTKI.npy added to training set.
2021-12-11 10:02:28 | INFO : - file 2158_Brahms_OP40_HornTrio.npy added to validation set.
2021-12-11 10:02:28 | INFO : - file 1872_Mozart_K502_PianoTrio.npy added to training set.
2021-12-11 10:02:28 | INFO : - file 2621_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-11 10:02:28 | INFO : - file 2150_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-11 10:02:28 | INFO : - file 2217_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-11 10:02:28 | INFO : - file 2243_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 2433_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 2211_Bach_BWV857_WTKI.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 1764_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 2348_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 1932_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-11 10:02:29 | INFO : - file 2232_Bach_BWV866_WTKI.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 2203_Bach_BWV1013_Partitain.npy added to training set.
2021-12-11 10:02:29 | INFO : - file 2157_Brahms_OP18_StringSextet.npy added to validation set.
2021-12-11 10:02:30 | INFO : - file 2486_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-11 10:02:30 | INFO : - file 2393_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:30 | INFO : - file 2210_Bach_BWV849_WTKI.npy added to training set.
2021-12-11 10:02:30 | INFO : - file 2659_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-11 10:02:30 | INFO : - file 1729_Schubert_OP114_PianoQuintet.npy added to validation set.
2021-12-11 10:02:30 | INFO : - file 2678_Beethoven_OP14NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:30 | INFO : - file 2221_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-11 10:02:30 | INFO : - file 2411_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:30 | INFO : - file 2343_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 1818_Mozart_K375_Serenadein.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 1919_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 2415_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 2305_Bach_BWV859_WTKI.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 2510_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 2608_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 2532_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-11 10:02:31 | INFO : - file 2542_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 2118_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 1756_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-11 10:02:32 | INFO : - file 1793_Mozart_K465_StringQuartet.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 1758_Schubert_D958_PianoSonata.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 2404_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 2491_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 2282_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-11 10:02:32 | INFO : - file 2304_Bach_BWV859_WTKI.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 2149_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 2330_Beethoven_OP12NO1_ViolinSonata.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 1916_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 2212_Bach_BWV857_WTKI.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 2480_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-11 10:02:33 | INFO : - file 2214_Bach_BWV847_WTKI.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 2195_Bach_BWV848_WTKI.npy added to training set.
2021-12-11 10:02:33 | INFO : - file 2477_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 2295_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 1768_Schubert_D664_PianoSonata.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 2627_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 2431_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 2591_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 1775_Schubert_D850_PianoSonata.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 2293_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 1791_Mozart_K465_StringQuartet.npy added to training set.
2021-12-11 10:02:34 | INFO : - file 2194_Bach_BWV858_WTKI.npy added to validation set.
2021-12-11 10:02:35 | INFO : - file 1742_Schubert_OP163_StringQuintet.npy added to training set.
2021-12-11 10:02:35 | INFO : - file 1776_Schubert_D850_PianoSonata.npy added to training set.
2021-12-11 10:02:35 | INFO : - file 2112_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-11 10:02:35 | INFO : - file 2423_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-11 10:02:35 | INFO : - file 2560_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-11 10:02:35 | INFO : - file 2219_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 2420_Beethoven_OP12NO2_ViolinSonata.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 1763_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 2228_Bach_BWV851_WTKI.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 2441_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 2570_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 1918_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-11 10:02:36 | INFO : - file 2451_Beethoven_OP18NO6_StringQuartet.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2177_Ravel_35_StringQuartet.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 1788_Mozart_K465_StringQuartet.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2179_Ravel_35_StringQuartet.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2346_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2376_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2620_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2390_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:37 | INFO : - file 2335_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 2403_Beethoven_OP18NO1_StringQuartet.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 2247_Bach_BWV854_WTKI.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 2432_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 2292_Bach_BWV864_WTKI.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 2076_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 1790_Mozart_K465_StringQuartet.npy added to training set.
2021-12-11 10:02:38 | INFO : - file 2302_Bach_BWV850_WTKI.npy added to training set.
2021-12-11 10:02:40 | INFO : - file 2391_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:42 | INFO : - file 1933_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-11 10:02:44 | INFO : - file 2514_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-11 10:02:46 | INFO : - file 1829_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-11 10:02:49 | INFO : - file 1923_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-11 10:02:53 | INFO : - file 2377_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-11 10:02:55 | INFO : - file 1931_Dvorak_OP96_StringQuartet.npy added to training set.
2021-12-11 10:02:56 | INFO : - file 2294_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-11 10:02:57 | INFO : - file 2384_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-11 10:02:59 | INFO : - file 2241_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-11 10:03:01 | INFO : - file 2242_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-11 10:03:03 | INFO : - file 2283_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-11 10:03:05 | INFO : - file 2632_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-11 10:03:11 | INFO : - file 1760_Schubert_D958_PianoSonata.npy added to training set.
2021-12-11 10:03:16 | INFO : - file 2568_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-11 10:03:19 | INFO : - file 2345_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-11 10:03:21 | INFO : - file 2576_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-11 10:03:23 | INFO : - file 2131_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-11 10:03:24 | INFO : - file 2537_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-11 10:03:28 | INFO : - file 2607_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-11 10:03:29 | INFO : - file 2230_Bach_BWV865_WTKI.npy added to training set.
2021-12-11 10:03:31 | INFO : - file 2167_Faure_OP45_PianoQuartet.npy added to validation set.
2021-12-11 10:03:34 | INFO : - file 2603_Beethoven_OP81NO1_PianoSonata.npy added to training set.
2021-12-11 10:03:37 | INFO : - file 2594_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-11 10:03:37 | INFO : - file 2204_Bach_BWV1013_Partitain.npy added to training set.
2021-12-11 10:03:37 | INFO : - file 2523_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-11 10:03:37 | INFO : - file 2357_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-11 10:03:38 | INFO : - file 2398_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-11 10:03:38 | INFO : - file 2310_Bach_BWV860_WTKI.npy added to training set.
2021-12-11 10:03:38 | INFO : - file 2078_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-11 10:03:40 | INFO : - file 2521_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-11 10:03:41 | INFO : - file 2562_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-11 10:03:42 | INFO : - file 1824_Mozart_K421_StringQuartet.npy added to training set.
2021-12-11 10:03:44 | INFO : - file 2318_Beethoven_OP38_Trioin.npy added to validation set.
2021-12-11 10:03:46 | INFO : - file 1773_Schubert_D568_PianoSonata.npy added to training set.
2021-12-11 10:03:50 | INFO : - file 2443_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-11 10:03:52 | INFO : - file 2114_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-11 10:03:54 | INFO : - file 2488_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-11 10:03:54 | INFO : - file 2198_Bach_BWV867_WTKI.npy added to training set.
2021-12-11 10:03:56 | INFO : - file 2350_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-11 10:03:57 | INFO : - file 2595_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-11 10:04:00 | INFO : - file 1805_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-11 10:04:02 | INFO : - file 2113_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-11 10:04:04 | INFO : - file 2075_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-11 10:04:07 | INFO : - file 2516_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-11 10:04:09 | INFO : - file 2497_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-11 10:04:10 | INFO : - file 2507_Beethoven_OP103_Octetin.npy added to training set.
2021-12-11 10:04:12 | INFO : - file 2389_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-11 10:04:12 | INFO : - file 2222_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-11 10:04:13 | INFO : - file 2372_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-11 10:04:14 | INFO : - file 2471_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-11 10:04:15 | INFO : - file 2105_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-11 10:04:15 | INFO : - file 2388_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-11 10:04:15 | INFO : - file 2213_Bach_BWV847_WTKI.npy added to training set.
2021-12-11 10:04:16 | INFO : - file 2629_Beethoven_OP96_ViolinSonata.npy added to validation set.
2021-12-11 10:04:16 | INFO : - file 2417_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-11 10:04:17 | INFO : - file 1751_Schubert_D845_PianoSonata.npy added to training set.
2021-12-11 10:04:18 | INFO : - file 1728_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-11 10:04:19 | INFO : - file 2227_Bach_BWV851_WTKI.npy added to training set.
2021-12-11 10:04:19 | INFO : - file 1734_Schubert_D959_PianoSonata.npy added to training set.
2021-12-11 10:04:19 | INFO : - file 2224_Bach_BWV852_WTKI.npy added to training set.
2021-12-11 10:04:19 | INFO : - file 2285_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-11 10:04:20 | INFO : - file 2159_Brahms_OP40_HornTrio.npy added to training set.
2021-12-11 10:04:20 | INFO : - file 2117_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-11 10:04:22 | INFO : - file 2155_Brahms_OP18_StringSextet.npy added to training set.
2021-12-11 10:04:24 | INFO : - file 1771_Schubert_D568_PianoSonata.npy added to training set.
2021-12-11 10:04:25 | INFO : - file 2571_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-11 10:04:26 | INFO : - file 2229_Bach_BWV865_WTKI.npy added to training set.
2021-12-11 10:04:28 | INFO : - file 2325_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-11 10:04:29 | INFO : - file 1749_Schubert_D845_PianoSonata.npy added to training set.
2021-12-11 10:04:30 | INFO : - file 2573_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-11 10:04:30 | INFO : - file 2596_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-11 10:04:30 | INFO : - file 2300_Bach_BWV853_WTKI.npy added to training set.
2021-12-11 10:04:30 | INFO : - file 2487_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-11 10:04:31 | INFO : - file 2119_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-11 10:04:31 | INFO : - file 1765_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-11 10:04:31 | INFO : - file 2528_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-11 10:04:32 | INFO : - file 1727_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-11 10:04:32 | INFO : - file 2314_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-11 10:04:32 | INFO : - file 2202_Bach_BWV1013_Partitain.npy added to training set.
2021-12-11 10:04:32 | INFO : - file 2239_Bach_BWV862_WTKI.npy added to training set.
2021-12-11 10:04:33 | INFO : - file 2444_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-11 10:04:33 | INFO : - file 2581_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-11 10:04:33 | INFO : - file 2244_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-11 10:04:34 | INFO : - file 1792_Mozart_K465_StringQuartet.npy added to training set.
2021-12-11 10:04:34 | INFO : - file 1812_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-11 10:04:35 | INFO : - file 2490_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-11 10:04:35 | INFO : - file 2442_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-11 10:04:36 | INFO : - file 2564_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-11 10:04:37 | INFO : - file 2611_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-11 10:04:37 | INFO : - file 2422_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-11 10:04:38 | INFO : - file 2483_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-11 10:04:38 | INFO : - file 2342_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-11 10:04:40 | INFO : - file 2366_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-11 10:04:40 | INFO : - file 2358_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-11 10:04:41 | INFO : - file 2555_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-11 10:04:42 | INFO : - file 2622_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-11 10:04:42 | INFO : - file 2289_Bach_BWV1002_ViolinPartita.npy added to validation set.
2021-12-11 10:04:42 | INFO : - file 2080_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-11 10:04:43 | INFO : - file 2588_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-11 10:04:44 | INFO : - file 2494_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-11 10:04:45 | INFO : - file 1789_Mozart_K465_StringQuartet.npy added to training set.
2021-12-11 10:04:46 | INFO : - file 2168_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-11 10:04:46 | INFO : - file 1859_Mozart_K464_StringQuartet.npy added to training set.
2021-12-11 10:04:47 | INFO : - file 2586_Beethoven_OP102NO1_CelloSonata.npy added to training set.
2021-12-11 10:04:48 | INFO : - file 2478_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-11 10:04:49 | INFO : - file 2315_Beethoven_OP132_StringQuartet.npy added to validation set.
2021-12-11 10:04:49 | INFO : - file 2201_Bach_BWV861_WTKI.npy added to training set.
2021-12-11 10:04:50 | INFO : - file 2572_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-11 10:04:50 | INFO : - file 2238_Bach_BWV868_WTKI.npy added to training set.
2021-12-11 10:04:50 | INFO : - file 2248_Bach_BWV854_WTKI.npy added to training set.
2021-12-11 10:04:51 | INFO : - file 1735_Schubert_D959_PianoSonata.npy added to training set.
2021-12-11 10:04:52 | INFO : - file 2308_Bach_BWV863_WTKI.npy added to training set.
2021-12-11 10:04:53 | INFO : - file 2154_Brahms_OP18_StringSextet.npy added to training set.
2021-12-11 10:04:54 | INFO : - file 2140_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-11 10:04:54 | INFO : - file 2077_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-11 10:04:55 | INFO : - file 1807_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-11 10:04:56 | INFO : - file 2406_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-11 10:04:57 | INFO : - file 1772_Schubert_D568_PianoSonata.npy added to training set.
2021-12-11 10:04:57 | INFO : - file 2156_Brahms_OP18_StringSextet.npy added to training set.
2021-12-11 10:04:57 | INFO : - file 1757_Schubert_D958_PianoSonata.npy added to training set.
2021-12-11 10:04:58 | INFO : - file 2436_Beethoven_OP53_PianoSonata.npy added to training set.
2021-12-11 10:04:58 | INFO : - file 2364_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-11 10:04:59 | INFO : - file 2538_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-11 10:04:59 | INFO : - file 2336_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-11 10:04:59 | INFO : - file 2466_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-11 10:04:59 | INFO : - file 2677_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-11 10:05:00 | INFO : - file 2081_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-11 10:05:00 | INFO : - file 2151_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-11 10:05:01 | INFO : - file 2512_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-11 10:05:01 | INFO : - file 2083_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-11 10:05:02 | INFO : - file 2368_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-11 10:05:03 | INFO : - file 2082_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-11 10:05:04 | INFO : - file 2178_Ravel_35_StringQuartet.npy added to training set.
2021-12-11 10:05:04 | INFO : - file 2322_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-11 10:05:05 | INFO : - file 2633_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-11 10:05:06 | INFO : - file 2220_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-11 10:05:06 | INFO : - file 1828_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-11 10:05:06 | INFO : - file 2527_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-11 10:05:07 | INFO : - file 2540_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-11 10:05:08 | INFO : - file 2582_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-11 10:05:09 | INFO : - file 2225_Bach_BWV852_WTKI.npy added to training set.
2021-12-11 10:05:09 | INFO : - file 1876_Mozart_K496_PianoTrio.npy added to training set.
2021-12-11 10:05:10 | INFO : - file 2593_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-11 10:05:12 | INFO : - file 2482_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-11 10:05:13 | INFO : - file 2341_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-11 10:05:13 | INFO : - file 2288_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-11 10:05:14 | INFO : - file 2504_Beethoven_OP103_Octetin.npy added to training set.
2021-12-11 10:05:15 | INFO : - file 2381_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-11 10:05:16 | INFO : - file 2104_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-11 10:05:17 | INFO : - file 2365_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-11 10:05:18 | INFO : - file 1739_Schubert_OP99_PianoTrio.npy added to training set.
2021-12-11 10:05:19 | INFO : - file 1750_Schubert_D845_PianoSonata.npy added to training set.
2021-12-11 10:05:20 | INFO : - file 2473_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-11 10:05:21 | INFO : - file 2180_Ravel_35_StringQuartet.npy added to training set.
2021-12-11 10:05:22 | INFO : - file 2397_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-11 10:05:23 | INFO : - file 2626_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-11 10:05:24 | INFO : - file 1730_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-11 10:05:25 | INFO : - file 2522_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-11 10:05:25 | INFO : - file 2619_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-11 10:05:26 | INFO : - file 2234_Bach_BWV856_WTKI.npy added to training set.
2021-12-11 10:05:26 | INFO : - file 2618_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-11 10:05:27 | INFO : - file 2161_Brahms_OP40_HornTrio.npy added to training set.
2021-12-11 10:05:29 | INFO : - file 2166_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-11 10:05:30 | INFO : - file 2319_Beethoven_OP38_Trioin.npy added to training set.
2021-12-11 10:05:31 | INFO : - file 2590_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-11 10:05:31 | INFO : ######## Training set MusicNet generated, length 133177 ######
2021-12-11 10:05:31 | INFO : ######## Validation set MusicNet generated, length 15491 ######
2021-12-11 10:05:34 | INFO : - file Schubert_D911-06_AL98.npy added to training set.
2021-12-11 10:05:38 | INFO : - file Schubert_D911-11_OL06.npy added to training set.
2021-12-11 10:05:40 | INFO : - file Schubert_D911-10_FI80.npy added to training set.
2021-12-11 10:05:44 | INFO : - file Schubert_D911-05_FI80.npy added to training set.
2021-12-11 10:05:48 | INFO : - file Schubert_D911-06_QU98.npy added to training set.
2021-12-11 10:05:50 | INFO : - file Schubert_D911-04_FI80.npy added to training set.
2021-12-11 10:05:54 | INFO : - file Schubert_D911-05_QU98.npy added to training set.
2021-12-11 10:05:56 | INFO : - file Schubert_D911-12_AL98.npy added to training set.
2021-12-11 10:05:58 | INFO : - file Schubert_D911-10_AL98.npy added to training set.
2021-12-11 10:06:01 | INFO : - file Schubert_D911-04_FI55.npy added to training set.
2021-12-11 10:06:03 | INFO : - file Schubert_D911-04_AL98.npy added to training set.
2021-12-11 10:06:06 | INFO : - file Schubert_D911-14_TR99.npy added to validation set.
2021-12-11 10:06:08 | INFO : - file Schubert_D911-10_FI55.npy added to training set.
2021-12-11 10:06:10 | INFO : - file Schubert_D911-02_FI55.npy added to training set.
2021-12-11 10:06:12 | INFO : - file Schubert_D911-03_AL98.npy added to training set.
2021-12-11 10:06:15 | INFO : - file Schubert_D911-10_OL06.npy added to training set.
2021-12-11 10:06:16 | INFO : - file Schubert_D911-15_FI66.npy added to validation set.
2021-12-11 10:06:20 | INFO : - file Schubert_D911-05_FI55.npy added to training set.
2021-12-11 10:06:22 | INFO : - file Schubert_D911-09_FI55.npy added to training set.
2021-12-11 10:06:24 | INFO : - file Schubert_D911-13_OL06.npy added to training set.
2021-12-11 10:06:26 | INFO : - file Schubert_D911-03_QU98.npy added to training set.
2021-12-11 10:06:28 | INFO : - file Schubert_D911-15_TR99.npy added to validation set.
2021-12-11 10:06:30 | INFO : - file Schubert_D911-13_QU98.npy added to training set.
2021-12-11 10:06:32 | INFO : - file Schubert_D911-13_AL98.npy added to training set.
2021-12-11 10:06:34 | INFO : - file Schubert_D911-08_FI80.npy added to training set.
2021-12-11 10:06:36 | INFO : - file Schubert_D911-13_FI80.npy added to training set.
2021-12-11 10:06:37 | INFO : - file Schubert_D911-16_FI66.npy added to validation set.
2021-12-11 10:06:40 | INFO : - file Schubert_D911-03_OL06.npy added to training set.
2021-12-11 10:06:43 | INFO : - file Schubert_D911-11_FI55.npy added to training set.
2021-12-11 10:06:44 | INFO : - file Schubert_D911-02_OL06.npy added to training set.
2021-12-11 10:06:48 | INFO : - file Schubert_D911-06_FI80.npy added to training set.
2021-12-11 10:06:52 | INFO : - file Schubert_D911-01_FI80.npy added to training set.
2021-12-11 10:06:56 | INFO : - file Schubert_D911-01_AL98.npy added to training set.
2021-12-11 10:07:01 | INFO : - file Schubert_D911-01_OL06.npy added to training set.
2021-12-11 10:07:03 | INFO : - file Schubert_D911-16_TR99.npy added to validation set.
2021-12-11 10:07:05 | INFO : - file Schubert_D911-03_FI80.npy added to training set.
2021-12-11 10:07:07 | INFO : - file Schubert_D911-04_QU98.npy added to training set.
2021-12-11 10:07:10 | INFO : - file Schubert_D911-11_AL98.npy added to training set.
2021-12-11 10:07:13 | INFO : - file Schubert_D911-10_QU98.npy added to training set.
2021-12-11 10:07:15 | INFO : - file Schubert_D911-13_FI55.npy added to training set.
2021-12-11 10:07:17 | INFO : - file Schubert_D911-09_AL98.npy added to training set.
2021-12-11 10:07:22 | INFO : - file Schubert_D911-01_QU98.npy added to training set.
2021-12-11 10:07:26 | INFO : - file Schubert_D911-04_OL06.npy added to training set.
2021-12-11 10:07:30 | INFO : - file Schubert_D911-05_AL98.npy added to training set.
2021-12-11 10:07:32 | INFO : - file Schubert_D911-02_QU98.npy added to training set.
2021-12-11 10:07:35 | INFO : - file Schubert_D911-07_OL06.npy added to training set.
2021-12-11 10:07:40 | INFO : - file Schubert_D911-11_FI80.npy added to training set.
2021-12-11 10:07:44 | INFO : - file Schubert_D911-06_OL06.npy added to training set.
2021-12-11 10:07:49 | INFO : - file Schubert_D911-07_QU98.npy added to training set.
2021-12-11 10:07:55 | INFO : - file Schubert_D911-01_FI55.npy added to training set.
2021-12-11 10:07:58 | INFO : - file Schubert_D911-03_FI55.npy added to training set.
2021-12-11 10:08:03 | INFO : - file Schubert_D911-05_OL06.npy added to training set.
2021-12-11 10:08:05 | INFO : - file Schubert_D911-12_QU98.npy added to training set.
2021-12-11 10:08:08 | INFO : - file Schubert_D911-14_FI66.npy added to validation set.
2021-12-11 10:08:13 | INFO : - file Schubert_D911-11_QU98.npy added to training set.
2021-12-11 10:08:17 | INFO : - file Schubert_D911-06_FI55.npy added to training set.
2021-12-11 10:08:19 | INFO : - file Schubert_D911-02_AL98.npy added to training set.
2021-12-11 10:08:22 | INFO : - file Schubert_D911-09_OL06.npy added to training set.
2021-12-11 10:08:25 | INFO : - file Schubert_D911-12_FI80.npy added to training set.
2021-12-11 10:08:27 | INFO : - file Schubert_D911-08_OL06.npy added to training set.
2021-12-11 10:08:29 | INFO : - file Schubert_D911-09_FI80.npy added to training set.
2021-12-11 10:08:31 | INFO : - file Schubert_D911-09_QU98.npy added to training set.
2021-12-11 10:08:35 | INFO : - file Schubert_D911-07_FI55.npy added to training set.
2021-12-11 10:08:37 | INFO : - file Schubert_D911-02_FI80.npy added to training set.
2021-12-11 10:08:39 | INFO : - file Schubert_D911-08_QU98.npy added to training set.
2021-12-11 10:08:41 | INFO : - file Schubert_D911-08_FI55.npy added to training set.
2021-12-11 10:08:45 | INFO : - file Schubert_D911-07_FI80.npy added to training set.
2021-12-11 10:08:48 | INFO : - file Schubert_D911-07_AL98.npy added to training set.
2021-12-11 10:08:51 | INFO : - file Schubert_D911-12_FI55.npy added to training set.
2021-12-11 10:08:53 | INFO : - file Schubert_D911-08_AL98.npy added to training set.
2021-12-11 10:08:56 | INFO : - file Schubert_D911-12_OL06.npy added to training set.
2021-12-11 10:08:56 | INFO : ######## Training set SchubertWR generated, length 92820 ######
2021-12-11 10:08:56 | INFO : ######## Validation set SchubertWR generated, length 9466 ######
2021-12-11 10:08:57 | INFO : - file 01-AchGottundHerr.npy added to training set.
2021-12-11 10:08:57 | INFO : - file 06-DieSonne.npy added to validation set.
2021-12-11 10:08:58 | INFO : - file 05-DieNacht.npy added to validation set.
2021-12-11 10:08:58 | INFO : - file 03-ChristederdubistTagundLicht.npy added to training set.
2021-12-11 10:08:59 | INFO : - file 02-AchLiebenChristen.npy added to training set.
2021-12-11 10:09:00 | INFO : - file 04-ChristeDuBeistand.npy added to training set.
2021-12-11 10:09:00 | INFO : ######## Training set Bach10 generated, length 5421 ######
2021-12-11 10:09:00 | INFO : ######## Validation set Bach10 generated, length 2827 ######
2021-12-11 10:09:02 | INFO : - file mahler.npy added to training set.
2021-12-11 10:09:05 | INFO : - file beethoven.npy added to training set.
2021-12-11 10:09:05 | INFO : ######## Training set PHENICX-Anechoic generated, length 6884 ######
2021-12-11 10:09:07 | INFO : - file CSD_Traditional_ElRossinyol.npy added to training set.
2021-12-11 10:09:08 | INFO : - file CSD_Guerrero_NinoDios_noalt.npy added to validation set.
2021-12-11 10:09:10 | INFO : - file CSD_Guerrero_NinoDios_nosop.npy added to validation set.
2021-12-11 10:09:11 | INFO : - file CSD_Guerrero_NinoDios_nobas.npy added to validation set.
2021-12-11 10:09:13 | INFO : - file CSD_Guerrero_NinoDios_noten.npy added to validation set.
2021-12-11 10:09:15 | INFO : - file CSD_Traditional_ElRossinyol_nobas.npy added to training set.
2021-12-11 10:09:17 | INFO : - file CSD_Traditional_ElRossinyol_noten.npy added to training set.
2021-12-11 10:09:19 | INFO : - file CSD_Traditional_ElRossinyol_nosop.npy added to training set.
2021-12-11 10:09:22 | INFO : - file CSD_Traditional_ElRossinyol_noalt.npy added to training set.
2021-12-11 10:09:23 | INFO : - file CSD_Guerrero_NinoDios.npy added to validation set.
2021-12-11 10:09:23 | INFO : ######## Training set ChoralSingingDataset generated, length 7274 ######
2021-12-11 10:09:23 | INFO : ######## Validation set ChoralSingingDataset generated, length 5555 ######
2021-12-11 10:09:24 | INFO : Training set & loader generated, length 245576
2021-12-11 10:09:24 | INFO : Validation set & loader generated, length 33339
2021-12-11 10:09:24 | INFO :
###################### START TRAINING ######################
2021-12-11 10:27:46 | INFO : Epoch #0 finished. Train Loss: 0.0906, Val Loss: 0.0766 with lr: 0.00020
2021-12-11 10:27:46 | INFO : .... model of epoch 0 saved.
2021-12-11 10:46:02 | INFO : Epoch #1 finished. Train Loss: 0.0772, Val Loss: 0.0714 with lr: 0.00020
2021-12-11 10:46:03 | INFO : .... model of epoch #1 saved.
2021-12-11 11:04:17 | INFO : Epoch #2 finished. Train Loss: 0.0730, Val Loss: 0.0700 with lr: 0.00020
2021-12-11 11:04:17 | INFO : .... model of epoch #2 saved.
2021-12-11 11:22:35 | INFO : Epoch #3 finished. Train Loss: 0.0708, Val Loss: 0.0677 with lr: 0.00020
2021-12-11 11:22:35 | INFO : .... model of epoch #3 saved.
2021-12-11 11:40:52 | INFO : Epoch #4 finished. Train Loss: 0.0692, Val Loss: 0.0686 with lr: 0.00020
2021-12-11 11:59:06 | INFO : Epoch #5 finished. Train Loss: 0.0683, Val Loss: 0.0662 with lr: 0.00020
2021-12-11 11:59:06 | INFO : .... model of epoch #5 saved.
2021-12-11 12:17:22 | INFO : Epoch #6 finished. Train Loss: 0.0670, Val Loss: 0.0679 with lr: 0.00020
2021-12-11 12:35:38 | INFO : Epoch #7 finished. Train Loss: 0.0662, Val Loss: 0.0671 with lr: 0.00020
2021-12-11 12:53:54 | INFO : Epoch #8 finished. Train Loss: 0.0653, Val Loss: 0.0665 with lr: 0.00020
2021-12-11 13:12:10 | INFO : Epoch #9 finished. Train Loss: 0.0647, Val Loss: 0.0646 with lr: 0.00020
2021-12-11 13:12:10 | INFO : .... model of epoch #9 saved.
2021-12-11 13:30:27 | INFO : Epoch #10 finished. Train Loss: 0.0640, Val Loss: 0.0653 with lr: 0.00020
2021-12-11 13:48:42 | INFO : Epoch #11 finished. Train Loss: 0.0636, Val Loss: 0.0648 with lr: 0.00020
2021-12-11 14:06:58 | INFO : Epoch #12 finished. Train Loss: 0.0631, Val Loss: 0.0655 with lr: 0.00020
2021-12-11 14:25:14 | INFO : Epoch #13 finished. Train Loss: 0.0624, Val Loss: 0.0704 with lr: 0.00020
2021-12-11 14:43:30 | INFO : Epoch #14 finished. Train Loss: 0.0624, Val Loss: 0.0653 with lr: 0.00020
2021-12-11 15:01:47 | INFO : Epoch #15 finished. Train Loss: 0.0617, Val Loss: 0.0669 with lr: 0.00020
2021-12-11 15:20:02 | INFO : Epoch #16 finished. Train Loss: 0.0586, Val Loss: 0.0628 with lr: 0.00010
2021-12-11 15:20:02 | INFO : .... model of epoch #16 saved.
2021-12-11 15:38:18 | INFO : Epoch #17 finished. Train Loss: 0.0582, Val Loss: 0.0646 with lr: 0.00010
2021-12-11 15:56:34 | INFO : Epoch #18 finished. Train Loss: 0.0582, Val Loss: 0.0664 with lr: 0.00010
2021-12-11 16:14:51 | INFO : Epoch #19 finished. Train Loss: 0.0578, Val Loss: 0.0625 with lr: 0.00010
2021-12-11 16:14:51 | INFO : .... model of epoch #19 saved.
2021-12-11 16:33:06 | INFO : Epoch #20 finished. Train Loss: 0.0575, Val Loss: 0.0639 with lr: 0.00010
2021-12-11 16:51:20 | INFO : Epoch #21 finished. Train Loss: 0.0574, Val Loss: 0.0668 with lr: 0.00010
2021-12-11 17:09:35 | INFO : Epoch #22 finished. Train Loss: 0.0569, Val Loss: 0.0654 with lr: 0.00010
2021-12-11 17:27:50 | INFO : Epoch #23 finished. Train Loss: 0.0569, Val Loss: 0.0638 with lr: 0.00010
2021-12-11 17:46:05 | INFO : Epoch #24 finished. Train Loss: 0.0567, Val Loss: 0.0645 with lr: 0.00010
2021-12-11 18:04:22 | INFO : Epoch #25 finished. Train Loss: 0.0566, Val Loss: 0.0657 with lr: 0.00010
2021-12-11 18:22:39 | INFO : Epoch #26 finished. Train Loss: 0.0546, Val Loss: 0.0625 with lr: 0.00005
2021-12-11 18:22:39 | INFO : .... model of epoch #26 saved.
2021-12-11 18:40:58 | INFO : Epoch #27 finished. Train Loss: 0.0545, Val Loss: 0.0646 with lr: 0.00005
2021-12-11 18:59:15 | INFO : Epoch #28 finished. Train Loss: 0.0546, Val Loss: 0.0636 with lr: 0.00005
2021-12-11 19:17:31 | INFO : Epoch #29 finished. Train Loss: 0.0541, Val Loss: 0.0631 with lr: 0.00005
2021-12-11 19:35:46 | INFO : Epoch #30 finished. Train Loss: 0.0541, Val Loss: 0.0622 with lr: 0.00005
2021-12-11 19:35:46 | INFO : .... model of epoch #30 saved.
2021-12-11 19:54:02 | INFO : Epoch #31 finished. Train Loss: 0.0538, Val Loss: 0.0643 with lr: 0.00005
2021-12-11 20:12:19 | INFO : Epoch #32 finished. Train Loss: 0.0539, Val Loss: 0.0644 with lr: 0.00005
2021-12-11 20:30:37 | INFO : Epoch #33 finished. Train Loss: 0.0537, Val Loss: 0.0644 with lr: 0.00005
2021-12-11 20:48:53 | INFO : Epoch #34 finished. Train Loss: 0.0539, Val Loss: 0.0642 with lr: 0.00005
2021-12-11 21:07:10 | INFO : Epoch #35 finished. Train Loss: 0.0535, Val Loss: 0.0654 with lr: 0.00005
2021-12-11 21:25:28 | INFO : Epoch #36 finished. Train Loss: 0.0535, Val Loss: 0.0632 with lr: 0.00005
2021-12-11 21:43:44 | INFO : Epoch #37 finished. Train Loss: 0.0525, Val Loss: 0.0650 with lr: 0.00003
2021-12-11 22:02:00 | INFO : Epoch #38 finished. Train Loss: 0.0524, Val Loss: 0.0639 with lr: 0.00003
2021-12-11 22:20:16 | INFO : Epoch #39 finished. Train Loss: 0.0520, Val Loss: 0.0649 with lr: 0.00003
2021-12-11 22:38:32 | INFO : Epoch #40 finished. Train Loss: 0.0522, Val Loss: 0.0631 with lr: 0.00003
2021-12-11 22:56:48 | INFO : Epoch #41 finished. Train Loss: 0.0521, Val Loss: 0.0642 with lr: 0.00003
2021-12-11 23:15:04 | INFO : Epoch #42 finished. Train Loss: 0.0520, Val Loss: 0.0641 with lr: 0.00003
2021-12-11 23:15:04 | INFO : ### trained model saved in /tsi/clusterhome/cweiss/models/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs_rerun2.pt
2021-12-11 23:15:04 | INFO :
###################### START TESTING ######################
2021-12-11 23:15:38 | INFO : file 2106_Haydn_OP64NO5_QuartetNo.npy tested. Av. Prec: 0.7368396873761651
2021-12-11 23:15:57 | INFO : file 1819_Mozart_K375_Serenadein.npy tested. Av. Prec: 0.7975231086295393
2021-12-11 23:16:13 | INFO : file 2416_Beethoven_OP71_Sextetin.npy tested. Av. Prec: 0.6182144557763516
2021-12-11 23:16:25 | INFO : file 2303_Bach_BWV850_WTKI.npy tested. Av. Prec: 0.8281140683608865
2021-12-11 23:16:45 | INFO : file 1759_Schubert_D958_PianoSonata.npy tested. Av. Prec: 0.7928094541664266
2021-12-11 23:16:58 | INFO : file 2191_Bach_BWV1006_ViolinPartita.npy tested. Av. Prec: 0.7843855219969795
2021-12-11 23:17:46 | INFO : file 2629_Beethoven_OP96_ViolinSonata.npy tested. Av. Prec: 0.8389699013986938
2021-12-11 23:18:00 | INFO : file 2382_Beethoven_OP130_StringQuartet.npy tested. Av. Prec: 0.5106743306358531
2021-12-11 23:18:17 | INFO : file 2556_Beethoven_OP109_PianoSonata.npy tested. Av. Prec: 0.8283499918083822
2021-12-11 23:18:34 | INFO : file 2298_Bach_BWV1010_CelloSuite.npy tested. Av. Prec: 0.6397471040759517
2021-12-11 23:18:34 | INFO : ### Dataset MusicNet tested. Individual results: ################################
2021-12-11 23:18:34 | INFO : Mean precision: 0.6484939160177499
2021-12-11 23:18:34 | INFO : Mean recall: 0.796073211147996
2021-12-11 23:18:34 | INFO : Mean f_measure: 0.7115214522082017
2021-12-11 23:18:34 | INFO : Mean cosine_sim: 0.72999926917852
2021-12-11 23:18:34 | INFO : Mean binary_crossentropy: 0.07214067328770059
2021-12-11 23:18:34 | INFO : Mean euclidean_distance: 0.9096717947383548
2021-12-11 23:18:34 | INFO : Mean binary_accuracy: 0.9794811963521702
2021-12-11 23:18:34 | INFO : Mean soft_accuracy: 0.9667657313787112
2021-12-11 23:18:34 | INFO : Mean accum_energy: 0.5632223654790892
2021-12-11 23:18:34 | INFO : Mean roc_auc_measure: 0.9861719406060168
2021-12-11 23:18:34 | INFO : Mean average_precision_score: 0.7375627624225229
2021-12-11 23:18:34 | INFO : Mean Precision: 0.6484939160177499
2021-12-11 23:18:34 | INFO : Mean Recall: 0.796073211147996
2021-12-11 23:18:34 | INFO : Mean Accuracy: 0.5579314906274954
2021-12-11 23:18:34 | INFO : Mean Substitution Error: 0.12844416713542
2021-12-11 23:18:34 | INFO : Mean Miss Error: 0.07548262171658385
2021-12-11 23:18:34 | INFO : Mean False Alarm Error: 0.32702970025240685
2021-12-11 23:18:34 | INFO : Mean Total Error: 0.5309564891044107
2021-12-11 23:18:34 | INFO : Mean Chroma Precision: 0.6653206924936351
2021-12-11 23:18:34 | INFO : Mean Chroma Recall: 0.8171714227719507
2021-12-11 23:18:34 | INFO : Mean Chroma Accuracy: 0.5802005764493161
2021-12-11 23:18:34 | INFO : Mean Chroma Substitution Error: 0.10734595551146557
2021-12-11 23:18:34 | INFO : Mean Chroma Miss Error: 0.07548262171658385
2021-12-11 23:18:34 | INFO : Mean Chroma False Alarm Error: 0.32702970025240685
2021-12-11 23:18:34 | INFO : Mean Chroma Total Error: 0.5098582774804562
2021-12-11 23:18:34 | INFO :
2021-12-11 23:18:34 | INFO : Framewise precision: 0.6770185689225495
2021-12-11 23:18:34 | INFO : Framewise recall: 0.796726713304203
2021-12-11 23:18:34 | INFO : Framewise f_measure: 0.7284647783360974
2021-12-11 23:18:34 | INFO : Framewise cosine_sim: 0.7461688003689612
2021-12-11 23:18:34 | INFO : Framewise binary_crossentropy: 0.07966142080658255
2021-12-11 23:18:34 | INFO : Framewise euclidean_distance: 0.9595709081570153
2021-12-11 23:18:34 | INFO : Framewise binary_accuracy: 0.9779866780080467
2021-12-11 23:18:34 | INFO : Framewise soft_accuracy: 0.9639682689222803
2021-12-11 23:18:34 | INFO : Framewise accum_energy: 0.5783781968132427
2021-12-11 23:18:34 | INFO : Framewise roc_auc_measure: 0.9850206668657475
2021-12-11 23:18:34 | INFO : Framewise average_precision_score: 0.7601405434372244
2021-12-11 23:18:34 | INFO : Framewise Precision: 0.6770185689225495
2021-12-11 23:18:34 | INFO : Framewise Recall: 0.796726713304203
2021-12-11 23:18:34 | INFO : Framewise Accuracy: 0.5777243665164152
2021-12-11 23:18:34 | INFO : Framewise Substitution Error: 0.12199087104637327
2021-12-11 23:18:34 | INFO : Framewise Miss Error: 0.0812824156494241
2021-12-11 23:18:34 | INFO : Framewise False Alarm Error: 0.28157325011724943
2021-12-11 23:18:34 | INFO : Framewise Total Error: 0.4848465368130468
2021-12-11 23:18:34 | INFO : Framewise Chroma Precision: 0.6959881925529027
2021-12-11 23:18:34 | INFO : Framewise Chroma Recall: 0.8191080040279994
2021-12-11 23:18:34 | INFO : Framewise Chroma Accuracy: 0.603296423344217
2021-12-11 23:18:34 | INFO : Framewise Chroma Substitution Error: 0.0996095803225767
2021-12-11 23:18:34 | INFO : Framewise Chroma Miss Error: 0.0812824156494241
2021-12-11 23:18:34 | INFO : Framewise Chroma False Alarm Error: 0.28157325011724943
2021-12-11 23:18:34 | INFO : Framewise Chroma Total Error: 0.46246524608925016
2021-12-11 23:18:58 | INFO : file Schubert_D911-20_SC06.npy tested. Av. Prec: 0.9351848003392139
2021-12-11 23:19:22 | INFO : file Schubert_D911-21_SC06.npy tested. Av. Prec: 0.9036387963126372
2021-12-11 23:19:45 | INFO : file Schubert_D911-21_HU33.npy tested. Av. Prec: 0.9094016776692502
2021-12-11 23:19:53 | INFO : file Schubert_D911-18_HU33.npy tested. Av. Prec: 0.7942031603754157
2021-12-11 23:20:04 | INFO : file Schubert_D911-22_HU33.npy tested. Av. Prec: 0.8154582281692675
2021-12-11 23:20:24 | INFO : file Schubert_D911-23_HU33.npy tested. Av. Prec: 0.7816880317362449
2021-12-11 23:20:48 | INFO : file Schubert_D911-20_HU33.npy tested. Av. Prec: 0.901297449470999
2021-12-11 23:20:56 | INFO : file Schubert_D911-18_SC06.npy tested. Av. Prec: 0.8309807950746411
2021-12-11 23:21:06 | INFO : file Schubert_D911-22_SC06.npy tested. Av. Prec: 0.8945882644038736
2021-12-11 23:21:25 | INFO : file Schubert_D911-24_HU33.npy tested. Av. Prec: 0.8385729321592393
2021-12-11 23:21:35 | INFO : file Schubert_D911-19_SC06.npy tested. Av. Prec: 0.817455736419018
2021-12-11 23:21:52 | INFO : file Schubert_D911-23_SC06.npy tested. Av. Prec: 0.8990878476051751
2021-12-11 23:22:13 | INFO : file Schubert_D911-24_SC06.npy tested. Av. Prec: 0.8920343273250553
2021-12-11 23:22:34 | INFO : file Schubert_D911-17_HU33.npy tested. Av. Prec: 0.7701854978905026
2021-12-11 23:22:53 | INFO : file Schubert_D911-17_SC06.npy tested. Av. Prec: 0.7876272967696942
2021-12-11 23:23:02 | INFO : file Schubert_D911-19_HU33.npy tested. Av. Prec: 0.624083024345693
2021-12-11 23:23:02 | INFO : ### Dataset Schubert_Winterreise tested. Individual results: ################################
2021-12-11 23:23:02 | INFO : Mean precision: 0.7374094063390558
2021-12-11 23:23:02 | INFO : Mean recall: 0.8422996871167188
2021-12-11 23:23:02 | INFO : Mean f_measure: 0.7843500929610229
2021-12-11 23:23:02 | INFO : Mean cosine_sim: 0.8085614500765927
2021-12-11 23:23:02 | INFO : Mean binary_crossentropy: 0.08503238202907068
2021-12-11 23:23:02 | INFO : Mean euclidean_distance: 1.0001864036670778
2021-12-11 23:23:02 | INFO : Mean binary_accuracy: 0.9759418438591688
2021-12-11 23:23:02 | INFO : Mean soft_accuracy: 0.9645496719235148
2021-12-11 23:23:02 | INFO : Mean accum_energy: 0.6779626110720987
2021-12-11 23:23:02 | INFO : Mean roc_auc_measure: 0.9864509362569681
2021-12-11 23:23:02 | INFO : Mean average_precision_score: 0.8372179916291198
2021-12-11 23:23:02 | INFO : Mean Precision: 0.7374094063390558
2021-12-11 23:23:02 | INFO : Mean Recall: 0.8422996871167188
2021-12-11 23:23:02 | INFO : Mean Accuracy: 0.6489123446351952
2021-12-11 23:23:02 | INFO : Mean Substitution Error: 0.08062807799769614
2021-12-11 23:23:02 | INFO : Mean Miss Error: 0.07707223488558526
2021-12-11 23:23:02 | INFO : Mean False Alarm Error: 0.2281734223124444
2021-12-11 23:23:02 | INFO : Mean Total Error: 0.38587373519572576
2021-12-11 23:23:02 | INFO : Mean Chroma Precision: 0.7585521546608437
2021-12-11 23:23:02 | INFO : Mean Chroma Recall: 0.8670452302682267
2021-12-11 23:23:02 | INFO : Mean Chroma Accuracy: 0.6789828308483457
2021-12-11 23:23:02 | INFO : Mean Chroma Substitution Error: 0.05588253484618816
2021-12-11 23:23:02 | INFO : Mean Chroma Miss Error: 0.07707223488558526
2021-12-11 23:23:02 | INFO : Mean Chroma False Alarm Error: 0.2281734223124444
2021-12-11 23:23:02 | INFO : Mean Chroma Total Error: 0.3611281920442178
2021-12-11 23:23:02 | INFO :
2021-12-11 23:23:02 | INFO : Framewise precision: 0.7468143276668544
2021-12-11 23:23:02 | INFO : Framewise recall: 0.8628391950175047
2021-12-11 23:23:02 | INFO : Framewise f_measure: 0.7987796235672827
2021-12-11 23:23:02 | INFO : Framewise cosine_sim: 0.8207531640718021
2021-12-11 23:23:02 | INFO : Framewise binary_crossentropy: 0.07937233259644788
2021-12-11 23:23:02 | INFO : Framewise euclidean_distance: 0.962883523276395
2021-12-11 23:23:02 | INFO : Framewise binary_accuracy: 0.9773885199512525
2021-12-11 23:23:02 | INFO : Framewise soft_accuracy: 0.9667489578431205
2021-12-11 23:23:02 | INFO : Framewise accum_energy: 0.7042438728521517
2021-12-11 23:23:02 | INFO : Framewise roc_auc_measure: 0.9886272587546763
2021-12-11 23:23:02 | INFO : Framewise average_precision_score: 0.8547159099316307
2021-12-11 23:23:02 | INFO : Framewise Precision: 0.7468143276668544
2021-12-11 23:23:02 | INFO : Framewise Recall: 0.8628391950175047
2021-12-11 23:23:02 | INFO : Framewise Accuracy: 0.6683713432787434
2021-12-11 23:23:02 | INFO : Framewise Substitution Error: 0.07018219722593681
2021-12-11 23:23:02 | INFO : Framewise Miss Error: 0.06697860775655844
2021-12-11 23:23:02 | INFO : Framewise False Alarm Error: 0.2315663344401338
2021-12-11 23:23:02 | INFO : Framewise Total Error: 0.368727139422629
2021-12-11 23:23:02 | INFO : Framewise Chroma Precision: 0.7642328310698444
2021-12-11 23:23:02 | INFO : Framewise Chroma Recall: 0.8835172247508407
2021-12-11 23:23:02 | INFO : Framewise Chroma Accuracy: 0.6939591793401483
2021-12-11 23:23:02 | INFO : Framewise Chroma Substitution Error: 0.04950416749260082
2021-12-11 23:23:02 | INFO : Framewise Chroma Miss Error: 0.06697860775655844
2021-12-11 23:23:02 | INFO : Framewise Chroma False Alarm Error: 0.2315663344401338
2021-12-11 23:23:02 | INFO : Framewise Chroma Total Error: 0.3480491096892931
2021-12-11 23:23:08 | INFO : file 09-Jesus.npy tested. Av. Prec: 0.9804177678251882
2021-12-11 23:23:14 | INFO : file 07-HerrGott.npy tested. Av. Prec: 0.97777805668916
2021-12-11 23:23:20 | INFO : file 10-NunBitten.npy tested. Av. Prec: 0.9798164185700565
2021-12-11 23:23:26 | INFO : file 08-FuerDeinenThron.npy tested. Av. Prec: 0.9869201267793497
2021-12-11 23:23:26 | INFO : ### Dataset Bach10 tested. Individual results: ################################
2021-12-11 23:23:26 | INFO : Mean precision: 0.8721704307788336
2021-12-11 23:23:26 | INFO : Mean recall: 0.974719937618185
2021-12-11 23:23:26 | INFO : Mean f_measure: 0.9205782519919583
2021-12-11 23:23:26 | INFO : Mean cosine_sim: 0.8779773278991636
2021-12-11 23:23:26 | INFO : Mean binary_crossentropy: 0.030384080343256646
2021-12-11 23:23:26 | INFO : Mean euclidean_distance: 0.5061066773658812
2021-12-11 23:23:26 | INFO : Mean binary_accuracy: 0.9920282458856359
2021-12-11 23:23:26 | INFO : Mean soft_accuracy: 0.984764542958825
2021-12-11 23:23:26 | INFO : Mean accum_energy: 0.8053690306736626
2021-12-11 23:23:26 | INFO : Mean roc_auc_measure: 0.9991196545935177
2021-12-11 23:23:26 | INFO : Mean average_precision_score: 0.9812330924659386
2021-12-11 23:23:26 | INFO : Mean Precision: 0.8721704307788336
2021-12-11 23:23:26 | INFO : Mean Recall: 0.974719937618185
2021-12-11 23:23:26 | INFO : Mean Accuracy: 0.852857729290593
2021-12-11 23:23:26 | INFO : Mean Substitution Error: 0.012160052091277573
2021-12-11 23:23:26 | INFO : Mean Miss Error: 0.013120010290537417
2021-12-11 23:23:26 | INFO : Mean False Alarm Error: 0.1307307563687236
2021-12-11 23:23:26 | INFO : Mean Total Error: 0.1560108187505386
2021-12-11 23:23:26 | INFO : Mean Chroma Precision: 0.8727439384414768
2021-12-11 23:23:26 | INFO : Mean Chroma Recall: 0.9753585062976153
2021-12-11 23:23:26 | INFO : Mean Chroma Accuracy: 0.853895595289595
2021-12-11 23:23:26 | INFO : Mean Chroma Substitution Error: 0.011521483411847215
2021-12-11 23:23:26 | INFO : Mean Chroma Miss Error: 0.013120010290537417
2021-12-11 23:23:26 | INFO : Mean Chroma False Alarm Error: 0.1307307563687236
2021-12-11 23:23:26 | INFO : Mean Chroma Total Error: 0.15537225007110822
2021-12-11 23:23:26 | INFO :
2021-12-11 23:23:26 | INFO : Framewise precision: 0.8721120796146169
2021-12-11 23:23:26 | INFO : Framewise recall: 0.9750827482218462
2021-12-11 23:23:26 | INFO : Framewise f_measure: 0.9207083838735836
2021-12-11 23:23:26 | INFO : Framewise cosine_sim: 0.8779984964302925
2021-12-11 23:23:26 | INFO : Framewise binary_crossentropy: 0.030431386143327945
2021-12-11 23:23:26 | INFO : Framewise euclidean_distance: 0.5063292160160532
2021-12-11 23:23:26 | INFO : Framewise binary_accuracy: 0.9920426467441
2021-12-11 23:23:26 | INFO : Framewise soft_accuracy: 0.9847372643826733
2021-12-11 23:23:26 | INFO : Framewise accum_energy: 0.8055676718180552
2021-12-11 23:23:26 | INFO : Framewise roc_auc_measure: 0.999120077329981
2021-12-11 23:23:26 | INFO : Framewise average_precision_score: 0.9812300755906397
2021-12-11 23:23:26 | INFO : Framewise Precision: 0.8721120796146169
2021-12-11 23:23:26 | INFO : Framewise Recall: 0.9750827482218462
2021-12-11 23:23:26 | INFO : Framewise Accuracy: 0.8530800486591344
2021-12-11 23:23:26 | INFO : Framewise Substitution Error: 0.011886940542839512
2021-12-11 23:23:26 | INFO : Framewise Miss Error: 0.013030311235314129
2021-12-11 23:23:26 | INFO : Framewise False Alarm Error: 0.13113166468703918
2021-12-11 23:23:26 | INFO : Framewise Total Error: 0.15604891646519284
2021-12-11 23:23:26 | INFO : Framewise Chroma Precision: 0.8726633045726189
2021-12-11 23:23:26 | INFO : Framewise Chroma Recall: 0.9756967596394269
2021-12-11 23:23:26 | INFO : Framewise Chroma Accuracy: 0.8540780942735543
2021-12-11 23:23:26 | INFO : Framewise Chroma Substitution Error: 0.011272929125258882
2021-12-11 23:23:26 | INFO : Framewise Chroma Miss Error: 0.013030311235314129
2021-12-11 23:23:26 | INFO : Framewise Chroma False Alarm Error: 0.13113166468703918
2021-12-11 23:23:26 | INFO : Framewise Chroma Total Error: 0.1554349050476122
2021-12-11 23:23:41 | INFO : file bruckner.npy tested. Av. Prec: 0.8383713872850347
2021-12-11 23:24:04 | INFO : file mozart.npy tested. Av. Prec: 0.8919635700701645
2021-12-11 23:24:04 | INFO : ### Dataset PHENICX-Anechoic tested. Individual results: ################################
2021-12-11 23:24:04 | INFO : Mean precision: 0.8353558253889981
2021-12-11 23:24:04 | INFO : Mean recall: 0.8017968241812277
2021-12-11 23:24:04 | INFO : Mean f_measure: 0.8158800312449821
2021-12-11 23:24:04 | INFO : Mean cosine_sim: 0.8380288986920905
2021-12-11 23:24:04 | INFO : Mean binary_crossentropy: 0.11706132029538903
2021-12-11 23:24:04 | INFO : Mean euclidean_distance: 1.201213000466604
2021-12-11 23:24:04 | INFO : Mean binary_accuracy: 0.9707515766866044
2021-12-11 23:24:04 | INFO : Mean soft_accuracy: 0.9496782735553446
2021-12-11 23:24:04 | INFO : Mean accum_energy: 0.6357913808300437
2021-12-11 23:24:04 | INFO : Mean roc_auc_measure: 0.9868479604723006
2021-12-11 23:24:04 | INFO : Mean average_precision_score: 0.8651674786775996
2021-12-11 23:24:04 | INFO : Mean Precision: 0.8353558253889981
2021-12-11 23:24:04 | INFO : Mean Recall: 0.8017968241812277
2021-12-11 23:24:04 | INFO : Mean Accuracy: 0.6894919287800235
2021-12-11 23:24:04 | INFO : Mean Substitution Error: 0.07244521308864232
2021-12-11 23:24:04 | INFO : Mean Miss Error: 0.12575796273013004
2021-12-11 23:24:04 | INFO : Mean False Alarm Error: 0.08873112389461082
2021-12-11 23:24:04 | INFO : Mean Total Error: 0.28693429971338325
2021-12-11 23:24:04 | INFO : Mean Chroma Precision: 0.8533930957554456
2021-12-11 23:24:04 | INFO : Mean Chroma Recall: 0.8189515649976362
2021-12-11 23:24:04 | INFO : Mean Chroma Accuracy: 0.7148485724830503
2021-12-11 23:24:04 | INFO : Mean Chroma Substitution Error: 0.05529047227223372
2021-12-11 23:24:04 | INFO : Mean Chroma Miss Error: 0.12575796273013004
2021-12-11 23:24:04 | INFO : Mean Chroma False Alarm Error: 0.08873112389461082
2021-12-11 23:24:04 | INFO : Mean Chroma Total Error: 0.2697795588969746
2021-12-11 23:24:04 | INFO :
2021-12-11 23:24:04 | INFO : Framewise precision: 0.8239813517491001
2021-12-11 23:24:04 | INFO : Framewise recall: 0.8292108186483246
2021-12-11 23:24:04 | INFO : Framewise f_measure: 0.8247213091296594
2021-12-11 23:24:04 | INFO : Framewise cosine_sim: 0.842042710909625
2021-12-11 23:24:04 | INFO : Framewise binary_crossentropy: 0.10011234586468501
2021-12-11 23:24:04 | INFO : Framewise euclidean_distance: 1.1013607144721855
2021-12-11 23:24:04 | INFO : Framewise binary_accuracy: 0.9746940954258028
2021-12-11 23:24:04 | INFO : Framewise soft_accuracy: 0.9555315146141319
2021-12-11 23:24:04 | INFO : Framewise accum_energy: 0.6577679483345442
2021-12-11 23:24:04 | INFO : Framewise roc_auc_measure: 0.9892782063918085
2021-12-11 23:24:04 | INFO : Framewise average_precision_score: 0.8771138218616313
2021-12-11 23:24:04 | INFO : Framewise Precision: 0.8239813517491001
2021-12-11 23:24:04 | INFO : Framewise Recall: 0.8292108186483246
2021-12-11 23:24:04 | INFO : Framewise Accuracy: 0.7021065860955056
2021-12-11 23:24:04 | INFO : Framewise Substitution Error: 0.06765270688451257
2021-12-11 23:24:04 | INFO : Framewise Miss Error: 0.10313647446716281
2021-12-11 23:24:04 | INFO : Framewise False Alarm Error: 0.11203893442695054
2021-12-11 23:24:04 | INFO : Framewise Total Error: 0.28282811577862593
2021-12-11 23:24:04 | INFO : Framewise Chroma Precision: 0.8410896526785522
2021-12-11 23:24:04 | INFO : Framewise Chroma Recall: 0.8462994260094767
2021-12-11 23:24:04 | INFO : Framewise Chroma Accuracy: 0.7271428742556505
2021-12-11 23:24:04 | INFO : Framewise Chroma Substitution Error: 0.05056409952336044
2021-12-11 23:24:04 | INFO : Framewise Chroma Miss Error: 0.10313647446716281
2021-12-11 23:24:04 | INFO : Framewise Chroma False Alarm Error: 0.11203893442695054
2021-12-11 23:24:04 | INFO : Framewise Chroma Total Error: 0.2657395084174738
2021-12-11 23:24:24 | INFO : file CSD_Bruckner_LocusIste_nosop.npy tested. Av. Prec: 0.927162947079348
2021-12-11 23:24:44 | INFO : file CSD_Bruckner_LocusIste_nobas.npy tested. Av. Prec: 0.9508234830349582
2021-12-11 23:25:03 | INFO : file CSD_Bruckner_LocusIste.npy tested. Av. Prec: 0.9388802499497348
2021-12-11 23:25:22 | INFO : file CSD_Bruckner_LocusIste_noten.npy tested. Av. Prec: 0.9294722692832541
2021-12-11 23:25:44 | INFO : file CSD_Bruckner_LocusIste_noalt.npy tested. Av. Prec: 0.9119972033309849
2021-12-11 23:25:44 | INFO : ### Dataset ChoralSingingDataset tested. Individual results: ################################
2021-12-11 23:25:44 | INFO : Mean precision: 0.8695376751007927
2021-12-11 23:25:44 | INFO : Mean recall: 0.8559795057193001
2021-12-11 23:25:44 | INFO : Mean f_measure: 0.8624109313626885
2021-12-11 23:25:44 | INFO : Mean cosine_sim: 0.8274289972080664
2021-12-11 23:25:44 | INFO : Mean binary_crossentropy: 0.03953711769767745
2021-12-11 23:25:44 | INFO : Mean euclidean_distance: 0.6092839391731962
2021-12-11 23:25:44 | INFO : Mean binary_accuracy: 0.9911280286463885
2021-12-11 23:25:44 | INFO : Mean soft_accuracy: 0.9809523281168229
2021-12-11 23:25:44 | INFO : Mean accum_energy: 0.5942365327041651
2021-12-11 23:25:44 | INFO : Mean roc_auc_measure: 0.9958309734564589
2021-12-11 23:25:44 | INFO : Mean average_precision_score: 0.931667230535656
2021-12-11 23:25:44 | INFO : Mean Precision: 0.8695376751007927
2021-12-11 23:25:44 | INFO : Mean Recall: 0.8559795057193001
2021-12-11 23:25:44 | INFO : Mean Accuracy: 0.7584706973079511
2021-12-11 23:25:44 | INFO : Mean Substitution Error: 0.042383977480261306
2021-12-11 23:25:44 | INFO : Mean Miss Error: 0.10163651680043848
2021-12-11 23:25:44 | INFO : Mean False Alarm Error: 0.08724665639429645
2021-12-11 23:25:44 | INFO : Mean Total Error: 0.2312671506749962
2021-12-11 23:25:44 | INFO : Mean Chroma Precision: 0.8722014433239031
2021-12-11 23:25:44 | INFO : Mean Chroma Recall: 0.858636433827703
2021-12-11 23:25:44 | INFO : Mean Chroma Accuracy: 0.7625468527653572
2021-12-11 23:25:44 | INFO : Mean Chroma Substitution Error: 0.03972704937185844
2021-12-11 23:25:44 | INFO : Mean Chroma Miss Error: 0.10163651680043848
2021-12-11 23:25:44 | INFO : Mean Chroma False Alarm Error: 0.08724665639429645
2021-12-11 23:25:44 | INFO : Mean Chroma Total Error: 0.22861022256659336
2021-12-11 23:25:44 | INFO :
2021-12-11 23:25:44 | INFO : Framewise precision: 0.8695703416417928
2021-12-11 23:25:44 | INFO : Framewise recall: 0.8559960541573015
2021-12-11 23:25:44 | INFO : Framewise f_measure: 0.862435099362673
2021-12-11 23:25:44 | INFO : Framewise cosine_sim: 0.82743004452239
2021-12-11 23:25:44 | INFO : Framewise binary_crossentropy: 0.0395333321671536
2021-12-11 23:25:44 | INFO : Framewise euclidean_distance: 0.609230288980249
2021-12-11 23:25:44 | INFO : Framewise binary_accuracy: 0.9911291028272317
2021-12-11 23:25:44 | INFO : Framewise soft_accuracy: 0.9809541967027717
2021-12-11 23:25:44 | INFO : Framewise accum_energy: 0.5942345611034568
2021-12-11 23:25:44 | INFO : Framewise roc_auc_measure: 0.995831093417808
2021-12-11 23:25:44 | INFO : Framewise average_precision_score: 0.931692110289411
2021-12-11 23:25:44 | INFO : Framewise Precision: 0.8695703416417928
2021-12-11 23:25:44 | INFO : Framewise Recall: 0.8559960541573015
2021-12-11 23:25:44 | INFO : Framewise Accuracy: 0.7585078948125018
2021-12-11 23:25:44 | INFO : Framewise Substitution Error: 0.042368475228861745
2021-12-11 23:25:44 | INFO : Framewise Miss Error: 0.10163547061383667
2021-12-11 23:25:44 | INFO : Framewise False Alarm Error: 0.08722863112267293
2021-12-11 23:25:44 | INFO : Framewise Total Error: 0.2312325769653713
2021-12-11 23:25:44 | INFO : Framewise Chroma Precision: 0.8722342852389324
2021-12-11 23:25:44 | INFO : Framewise Chroma Recall: 0.8586531520737101
2021-12-11 23:25:44 | INFO : Framewise Chroma Accuracy: 0.7625844235466596
2021-12-11 23:25:44 | INFO : Framewise Chroma Substitution Error: 0.03971137731245322
2021-12-11 23:25:44 | INFO : Framewise Chroma Miss Error: 0.10163547061383667
2021-12-11 23:25:44 | INFO : Framewise Chroma False Alarm Error: 0.08722863112267293
2021-12-11 23:25:44 | INFO : Framewise Chroma Total Error: 0.2285754790489628
2021-12-11 23:25:50 | INFO : file brahms.npy tested. Av. Prec: 0.8883609222302763
2021-12-11 23:25:58 | INFO : file schubert.npy tested. Av. Prec: 0.9240789772061225
2021-12-11 23:26:05 | INFO : file mozart.npy tested. Av. Prec: 0.9521554456812065
2021-12-11 23:26:10 | INFO : file lussier.npy tested. Av. Prec: 0.8588741857845146
2021-12-11 23:26:17 | INFO : file take_five.npy tested. Av. Prec: 0.8097665768281311
2021-12-11 23:26:17 | INFO : ### Dataset TRIOS tested. Individual results: ################################
2021-12-11 23:26:17 | INFO : Mean precision: 0.8654869341258618
2021-12-11 23:26:17 | INFO : Mean recall: 0.7536890507892288
2021-12-11 23:26:17 | INFO : Mean f_measure: 0.80373101345404
2021-12-11 23:26:17 | INFO : Mean cosine_sim: 0.8189530029476263
2021-12-11 23:26:17 | INFO : Mean binary_crossentropy: 0.08822910220090752
2021-12-11 23:26:17 | INFO : Mean euclidean_distance: 1.0186369784368614
2021-12-11 23:26:17 | INFO : Mean binary_accuracy: 0.977791719143387
2021-12-11 23:26:17 | INFO : Mean soft_accuracy: 0.9622657594653725
2021-12-11 23:26:17 | INFO : Mean accum_energy: 0.5822710473250768
2021-12-11 23:26:17 | INFO : Mean roc_auc_measure: 0.9898110518453525
2021-12-11 23:26:17 | INFO : Mean average_precision_score: 0.8866472215460502
2021-12-11 23:26:17 | INFO : Mean Precision: 0.8654869341258618
2021-12-11 23:26:17 | INFO : Mean Recall: 0.7536890507892288
2021-12-11 23:26:17 | INFO : Mean Accuracy: 0.6748279076953558
2021-12-11 23:26:17 | INFO : Mean Substitution Error: 0.043145245851685055
2021-12-11 23:26:17 | INFO : Mean Miss Error: 0.20316570335908607
2021-12-11 23:26:17 | INFO : Mean False Alarm Error: 0.074915653481973
2021-12-11 23:26:17 | INFO : Mean Total Error: 0.3212266026927442
2021-12-11 23:26:17 | INFO : Mean Chroma Precision: 0.8770085197559536
2021-12-11 23:26:17 | INFO : Mean Chroma Recall: 0.763248684997293
2021-12-11 23:26:17 | INFO : Mean Chroma Accuracy: 0.689064093224568
2021-12-11 23:26:17 | INFO : Mean Chroma Substitution Error: 0.033585611643620894
2021-12-11 23:26:17 | INFO : Mean Chroma Miss Error: 0.20316570335908607
2021-12-11 23:26:17 | INFO : Mean Chroma False Alarm Error: 0.074915653481973
2021-12-11 23:26:17 | INFO : Mean Chroma Total Error: 0.31166696848467995
2021-12-11 23:26:17 | INFO :
2021-12-11 23:26:17 | INFO : Framewise precision: 0.8656690563817796
2021-12-11 23:26:17 | INFO : Framewise recall: 0.7587816962129078
2021-12-11 23:26:17 | INFO : Framewise f_measure: 0.8069551933980871
2021-12-11 23:26:17 | INFO : Framewise cosine_sim: 0.8205153259741176
2021-12-11 23:26:17 | INFO : Framewise binary_crossentropy: 0.08585329231747733
2021-12-11 23:26:17 | INFO : Framewise euclidean_distance: 1.0068138823289983
2021-12-11 23:26:17 | INFO : Framewise binary_accuracy: 0.9783358300605963
2021-12-11 23:26:17 | INFO : Framewise soft_accuracy: 0.9632216209715374
2021-12-11 23:26:17 | INFO : Framewise accum_energy: 0.5892250270477833
2021-12-11 23:26:17 | INFO : Framewise roc_auc_measure: 0.9903583943822329
2021-12-11 23:26:17 | INFO : Framewise average_precision_score: 0.8887995103948453
2021-12-11 23:26:17 | INFO : Framewise Precision: 0.8656690563817796
2021-12-11 23:26:17 | INFO : Framewise Recall: 0.7587816962129078
2021-12-11 23:26:17 | INFO : Framewise Accuracy: 0.6790204159219139
2021-12-11 23:26:17 | INFO : Framewise Substitution Error: 0.04023177623025984
2021-12-11 23:26:17 | INFO : Framewise Miss Error: 0.20098652755683222
2021-12-11 23:26:17 | INFO : Framewise False Alarm Error: 0.07876594035788927
2021-12-11 23:26:17 | INFO : Framewise Total Error: 0.31998424414498133
2021-12-11 23:26:17 | INFO : Framewise Chroma Precision: 0.8765999847630388
2021-12-11 23:26:17 | INFO : Framewise Chroma Recall: 0.7679737778527025
2021-12-11 23:26:17 | INFO : Framewise Chroma Accuracy: 0.6927505555065541
2021-12-11 23:26:17 | INFO : Framewise Chroma Substitution Error: 0.031039694590465326
2021-12-11 23:26:17 | INFO : Framewise Chroma Miss Error: 0.20098652755683222
2021-12-11 23:26:17 | INFO : Framewise Chroma False Alarm Error: 0.07876594035788927
2021-12-11 23:26:17 | INFO : Framewise Chroma Total Error: 0.3107921625051868
2021-12-11 23:26:17 | INFO :
2021-12-11 23:26:17 | INFO :
2021-12-11 23:26:17 | INFO : ### Testing done. ################################################
2021-12-11 23:26:17 | INFO :
2021-12-11 23:26:17 | INFO : # Results for complete test set #########################
2021-12-11 23:26:17 | INFO : Mean precision: 0.764714430514976
2021-12-11 23:26:17 | INFO : Mean recall: 0.8330557925410785
2021-12-11 23:26:17 | INFO : Mean f_measure: 0.7930856858095199
2021-12-11 23:26:17 | INFO : Mean cosine_sim: 0.8013536429230951
2021-12-11 23:26:17 | INFO : Mean binary_crossentropy: 0.07324797397140159
2021-12-11 23:26:17 | INFO : Mean euclidean_distance: 0.8968132786786621
2021-12-11 23:26:17 | INFO : Mean binary_accuracy: 0.9800975319317387
2021-12-11 23:26:17 | INFO : Mean soft_accuracy: 0.967975171938579
2021-12-11 23:26:17 | INFO : Mean accum_energy: 0.6394100527725102
2021-12-11 23:26:17 | INFO : Mean roc_auc_measure: 0.9891266440952238
2021-12-11 23:26:17 | INFO : Mean average_precision_score: 0.845665597093301
2021-12-11 23:26:17 | INFO : Mean Precision: 0.764714430514976
2021-12-11 23:26:17 | INFO : Mean Recall: 0.8330557925410785
2021-12-11 23:26:17 | INFO : Mean Accuracy: 0.6647338147661197
2021-12-11 23:26:17 | INFO : Mean Substitution Error: 0.07608732548855869
2021-12-11 23:26:17 | INFO : Mean Miss Error: 0.09085688197036275
2021-12-11 23:26:17 | INFO : Mean False Alarm Error: 0.20076829957544393
2021-12-11 23:26:17 | INFO : Mean Total Error: 0.3677125070343653
2021-12-11 23:26:17 | INFO : Mean Chroma Precision: 0.7793774561949033
2021-12-11 23:26:17 | INFO : Mean Chroma Recall: 0.8498381109838535
2021-12-11 23:26:17 | INFO : Mean Chroma Accuracy: 0.6849777455747807
2021-12-11 23:26:17 | INFO : Mean Chroma Substitution Error: 0.0593050070457838
2021-12-11 23:26:17 | INFO : Mean Chroma Miss Error: 0.09085688197036275
2021-12-11 23:26:17 | INFO : Mean Chroma False Alarm Error: 0.20076829957544393
2021-12-11 23:26:17 | INFO : Mean Chroma Total Error: 0.3509301885915904
2021-12-11 23:26:17 | INFO :
2021-12-11 23:26:17 | INFO : Framewise precision: 0.7555640125614799
2021-12-11 23:26:17 | INFO : Framewise recall: 0.8383342858929917
2021-12-11 23:26:17 | INFO : Framewise f_measure: 0.7914046531857836
2021-12-11 23:26:17 | INFO : Framewise cosine_sim: 0.8007887478265932
2021-12-11 23:26:17 | INFO : Framewise binary_crossentropy: 0.0731763853074333
2021-12-11 23:26:17 | INFO : Framewise euclidean_distance: 0.9027031104929831
2021-12-11 23:26:17 | INFO : Framewise binary_accuracy: 0.9800322282175663
2021-12-11 23:26:17 | INFO : Framewise soft_accuracy: 0.9678883452726749
2021-12-11 23:26:17 | INFO : Framewise accum_energy: 0.642859813417181
2021-12-11 23:26:17 | INFO : Framewise roc_auc_measure: 0.9889920014013197
2021-12-11 23:26:17 | INFO : Framewise average_precision_score: 0.8426350878979753
2021-12-11 23:26:17 | INFO : Framewise Precision: 0.7555640125614799
2021-12-11 23:26:17 | INFO : Framewise Recall: 0.8383342858929917
2021-12-11 23:26:17 | INFO : Framewise Accuracy: 0.6608118622889844
2021-12-11 23:26:17 | INFO : Framewise Substitution Error: 0.07953796327160612
2021-12-11 23:26:17 | INFO : Framewise Miss Error: 0.08212775083540244
2021-12-11 23:26:17 | INFO : Framewise False Alarm Error: 0.21031041139792836
2021-12-11 23:26:17 | INFO : Framewise Total Error: 0.371976125504937
2021-12-11 23:26:17 | INFO : Framewise Chroma Precision: 0.7704638231276968
2021-12-11 23:26:17 | INFO : Framewise Chroma Recall: 0.8556045923816513
2021-12-11 23:26:17 | INFO : Framewise Chroma Accuracy: 0.6819298200431887
2021-12-11 23:26:17 | INFO : Framewise Chroma Substitution Error: 0.06226765678294648
2021-12-11 23:26:17 | INFO : Framewise Chroma Miss Error: 0.08212775083540244
2021-12-11 23:26:17 | INFO : Framewise Chroma False Alarm Error: 0.21031041139792836
2021-12-11 23:26:17 | INFO : Framewise Chroma Total Error: 0.3547058190162772