2021-12-08 08:56:41 | INFO : Logging experiment exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs 2021-12-08 08:56:41 | INFO : Experiment config: do training = True 2021-12-08 08:56:41 | INFO : Experiment config: do validation = True 2021-12-08 08:56:41 | INFO : Experiment config: do testing = True 2021-12-08 08:56:41 | INFO : Training set parameters: {'context': 75, 'stride': 35, 'compression': 10, 'aug:transpsemitones': 5, 'aug:randomeq': 20, 'aug:noisestd': 0.0001, 'aug:tuning': True} 2021-12-08 08:56:41 | INFO : Validation set parameters: {'context': 75, 'stride': 35, 'compression': 10} 2021-12-08 08:56:41 | INFO : Test set parameters: {'context': 75, 'stride': 1, 'compression': 10} 2021-12-08 08:56:41 | INFO : Training parameters: {'batch_size': 25, 'shuffle': True, 'num_workers': 16} 2021-12-08 08:56:41 | INFO : Trained model saved in /tsi/clusterhome/cweiss/models/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs.pt 2021-12-08 08:56:41 | INFO : --- Training config: ----------------------------------------- 2021-12-08 08:56:41 | INFO : Maximum number of epochs: 100 2021-12-08 08:56:41 | INFO : Criterion (Loss): BCELoss 2021-12-08 08:56:41 | INFO : Optimizer parameters: {'name': 'AdamW', 'initial_lr': 0.0002, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.01, 'amsgrad': False} 2021-12-08 08:56:41 | 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} 2021-12-08 08:56:41 | INFO : Early stopping parameters: {'use_early_stopping': True, 'mode': 'min', 'min_delta': 1e-05, 'patience': 12, 'percentage': False} 2021-12-08 08:56:41 | INFO : Test parameters: {'batch_size': 50, 'shuffle': False, 'num_workers': 8} 2021-12-08 08:56:41 | 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.csv 2021-12-08 08:56:41 | INFO : Save model predictions = True, in folder /tsi/clusterhome/cweiss/predictions/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs 2021-12-08 08:56:41 | INFO : CUDA use_cuda: True 2021-12-08 08:56:41 | INFO : CUDA device: cuda:0 2021-12-08 08:56:44 | INFO : --- Model config: -------------------------------------------- 2021-12-08 08:56:44 | INFO : Model: deep_cnn_segm_sigmoid 2021-12-08 08:56:44 | 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} 2021-12-08 08:56:44 | 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 ========================================================================================== 2021-12-08 08:56:47 | INFO : - file 2530_Beethoven_OP111_PianoSonata.npy added to training set. 2021-12-08 08:56:49 | INFO : - file 1822_Mozart_K421_StringQuartet.npy added to training set. 2021-12-08 08:56:50 | INFO : - file 1752_Schubert_D845_PianoSonata.npy added to training set. 2021-12-08 08:56:52 | INFO : - file 2297_Bach_BWV1010_CelloSuite.npy added to training set. 2021-12-08 08:56:52 | INFO : - file 2240_Bach_BWV862_WTKI.npy added to training set. 2021-12-08 08:56:53 | INFO : - file 2463_Beethoven_OP23_ViolinSonata.npy added to training set. 2021-12-08 08:56:54 | INFO : - file 2550_Beethoven_OP78_PianoSonata.npy added to training set. 2021-12-08 08:56:56 | INFO : - file 2566_Beethoven_OP22_PianoSonata.npy added to training set. 2021-12-08 08:56:58 | INFO : - file 2492_Beethoven_OP7_PianoSonata.npy added to training set. 2021-12-08 08:56:59 | INFO : - file 2359_Beethoven_OP28_PianoSonata.npy added to training set. 2021-12-08 08:57:01 | INFO : - file 2138_Brahms_OP51NO1_StringQuartet.npy added to training set. 2021-12-08 08:57:03 | INFO : - file 1811_Mozart_K581_ClarinetQuintet.npy added to validation set. 2021-12-08 08:57:05 | INFO : - file 2127_Brahms_OP11_SerenadeNo.npy added to training set. 2021-12-08 08:57:09 | INFO : - file 2531_Beethoven_OP111_PianoSonata.npy added to training set. 2021-12-08 08:57:11 | INFO : - file 2116_Brahms_OP120NO1_ClarinetSonata.npy added to training set. 2021-12-08 08:57:12 | INFO : - file 2284_Bach_BWV1014_ViolinSonata.npy added to training set. 2021-12-08 08:57:13 | INFO : - file 2379_Beethoven_OP59NO2_StringQuartet.npy added to training set. 2021-12-08 08:57:14 | INFO : - file 2237_Bach_BWV868_WTKI.npy added to training set. 2021-12-08 08:57:16 | INFO : - file 2313_Beethoven_OP132_StringQuartet.npy added to training set. 2021-12-08 08:57:17 | INFO : - file 1755_Schubert_D784_PianoSonata.npy added to validation set. 2021-12-08 08:57:18 | INFO : - file 2405_Beethoven_OP110_PianoSonata.npy added to training set. 2021-12-08 08:57:19 | INFO : - file 2307_Bach_BWV863_WTKI.npy added to training set. 2021-12-08 08:57:23 | INFO : - file 2533_Beethoven_OP111_PianoSonata.npy added to training set. 2021-12-08 08:57:24 | INFO : - file 2200_Bach_BWV861_WTKI.npy added to training set. 2021-12-08 08:57:25 | INFO : - file 2567_Beethoven_OP90_PianoSonata.npy added to training set. 2021-12-08 08:57:27 | INFO : - file 2481_Beethoven_OP18NO5_StringQuartet.npy added to validation set. 2021-12-08 08:57:28 | INFO : - file 2334_Beethoven_OP30NO3_ViolinSonata.npy added to training set. 2021-12-08 08:57:29 | INFO : - file 2208_Bach_BWV855_WTKI.npy added to training set. 2021-12-08 08:57:31 | INFO : - file 1766_Schubert_OP142_4Impromptus.npy added to validation set. 2021-12-08 08:57:33 | INFO : - file 2169_Faure_OP45_PianoQuartet.npy added to training set. 2021-12-08 08:57:36 | INFO : - file 2148_Brahms_OP25_PianoQuartet.npy added to training set. 2021-12-08 08:57:38 | INFO : - file 2501_Beethoven_OP12NO3_ViolinSonata.npy added to training set. 2021-12-08 08:57:41 | INFO : - file 2614_Beethoven_OP10NO3_PianoSonata.npy added to training set. 2021-12-08 08:57:44 | INFO : - file 2557_Beethoven_OP109_PianoSonata.npy added to training set. 2021-12-08 08:57:45 | INFO : - file 2373_Beethoven_OP49NO1_PianoSonata.npy added to training set. 2021-12-08 08:57:48 | INFO : - file 1733_Schubert_D959_PianoSonata.npy added to validation set. 2021-12-08 08:57:49 | INFO : - file 2079_Cambini_JOHN2_WindQuintet.npy added to training set. 2021-12-08 08:57:50 | INFO : - file 1835_Mozart_K590_StringQuartet.npy added to training set. 2021-12-08 08:57:51 | INFO : - file 1873_Mozart_K502_PianoTrio.npy added to training set. 2021-12-08 08:57:52 | INFO : - file 2424_Beethoven_OP2NO1_PianoSonata.npy added to training set. 2021-12-08 08:57:53 | INFO : - file 2209_Bach_BWV849_WTKI.npy added to training set. 2021-12-08 08:57:54 | INFO : - file 2410_Beethoven_OP27NO1_PianoSonata.npy added to training set. 2021-12-08 08:57:55 | INFO : - file 2296_Bach_BWV1010_CelloSuite.npy added to training set. 2021-12-08 08:57:56 | INFO : - file 1817_Mozart_K375_Serenadein.npy added to training set. 2021-12-08 08:57:57 | INFO : - file 2472_Beethoven_OP2NO3_PianoSonata.npy added to training set. 2021-12-08 08:57:59 | INFO : - file 2383_Beethoven_OP130_StringQuartet.npy added to training set. 2021-12-08 08:58:01 | INFO : - file 2462_Beethoven_OP23_ViolinSonata.npy added to training set. 2021-12-08 08:58:02 | INFO : - file 2575_Beethoven_OP13_PianoSonata.npy added to training set. 2021-12-08 08:58:03 | INFO : - file 2320_Beethoven_OP38_Trioin.npy added to training set. 2021-12-08 08:58:04 | INFO : - file 2207_Bach_BWV855_WTKI.npy added to training set. 2021-12-08 08:58:06 | INFO : - file 2476_Beethoven_OP2NO3_PianoSonata.npy added to training set. 2021-12-08 08:58:07 | INFO : - file 2371_Beethoven_OP14NO1_PianoSonata.npy added to training set. 2021-12-08 08:58:09 | INFO : - file 2147_Brahms_OP36_StringSextet.npy added to training set. 2021-12-08 08:58:09 | INFO : - file 2215_Bach_BWV846_WTKI.npy added to training set. 2021-12-08 08:58:12 | INFO : - file 1777_Schubert_D850_PianoSonata.npy added to training set. 2021-12-08 08:58:13 | INFO : - file 2502_Beethoven_OP12NO3_ViolinSonata.npy added to training set. 2021-12-08 08:58:15 | INFO : - file 1922_Dvorak_OP51_StringQuartet.npy added to training set. 2021-12-08 08:58:16 | INFO : - file 1893_Mozart_K564_PianoTrio.npy added to training set. 2021-12-08 08:58:17 | INFO : - file 2186_Bach_BWV1006_ViolinPartita.npy added to validation set. 2021-12-08 08:58:19 | INFO : - file 2160_Brahms_OP40_HornTrio.npy added to training set. 2021-12-08 08:58:21 | INFO : - file 2509_Beethoven_OP2NO2_PianoSonata.npy added to training set. 2021-12-08 08:58:23 | INFO : - file 2505_Beethoven_OP103_Octetin.npy added to training set. 2021-12-08 08:58:24 | INFO : - file 2506_Beethoven_OP103_Octetin.npy added to training set. 2021-12-08 08:58:24 | INFO : - file 2628_Beethoven_OP96_ViolinSonata.npy added to training set. 2021-12-08 08:58:25 | INFO : - file 2218_Bach_BWV1009_CelloSuite.npy added to training set. 2021-12-08 08:58:26 | INFO : - file 2529_Beethoven_OP10NO1_PianoSonata.npy added to training set. 2021-12-08 08:58:27 | INFO : - file 2374_Beethoven_OP49NO1_PianoSonata.npy added to training set. 2021-12-08 08:58:29 | INFO : - file 2392_Beethoven_OP31NO2_PianoSonata.npy added to training set. 2021-12-08 08:58:29 | INFO : - file 2231_Bach_BWV866_WTKI.npy added to training set. 2021-12-08 08:58:32 | INFO : - file 1813_Mozart_K581_ClarinetQuintet.npy added to training set. 2021-12-08 08:58:32 | INFO : - file 2196_Bach_BWV848_WTKI.npy added to training set. 2021-12-08 08:58:34 | INFO : - file 2158_Brahms_OP40_HornTrio.npy added to validation set. 2021-12-08 08:58:36 | INFO : - file 1872_Mozart_K502_PianoTrio.npy added to training set. 2021-12-08 08:58:39 | INFO : - file 2621_Beethoven_OP59NO1_StringQuartet.npy added to training set. 2021-12-08 08:58:42 | INFO : - file 2150_Brahms_OP25_PianoQuartet.npy added to training set. 2021-12-08 08:58:42 | INFO : - file 2217_Bach_BWV1009_CelloSuite.npy added to training set. 2021-12-08 08:58:43 | INFO : - file 2243_Bach_BWV1001_ViolinSonata.npy added to training set. 2021-12-08 08:58:45 | INFO : - file 2433_Beethoven_OP135_StringQuartet.npy added to training set. 2021-12-08 08:58:46 | INFO : - file 2211_Bach_BWV857_WTKI.npy added to training set. 2021-12-08 08:58:48 | INFO : - file 1764_Schubert_OP142_4Impromptus.npy added to training set. 2021-12-08 08:58:50 | INFO : - file 2348_Beethoven_OP27NO2_PianoSonata.npy added to training set. 2021-12-08 08:58:51 | INFO : - file 1932_Dvorak_OP96_StringQuartet.npy added to validation set. 2021-12-08 08:58:52 | INFO : - file 2232_Bach_BWV866_WTKI.npy added to training set. 2021-12-08 08:58:52 | INFO : - file 2203_Bach_BWV1013_Partitain.npy added to training set. 2021-12-08 08:58:55 | INFO : - file 2157_Brahms_OP18_StringSextet.npy added to validation set. 2021-12-08 08:58:57 | INFO : - file 2486_Beethoven_OP7_PianoSonata.npy added to training set. 2021-12-08 08:58:59 | INFO : - file 2393_Beethoven_OP31NO2_PianoSonata.npy added to training set. 2021-12-08 08:59:00 | INFO : - file 2210_Bach_BWV849_WTKI.npy added to training set. 2021-12-08 08:59:00 | INFO : - file 2659_Bach_BWV1002_ViolinPartita.npy added to training set. 2021-12-08 08:59:02 | INFO : - file 1729_Schubert_OP114_PianoQuintet.npy added to validation set. 2021-12-08 08:59:04 | INFO : - file 2678_Beethoven_OP14NO2_PianoSonata.npy added to training set. 2021-12-08 08:59:05 | INFO : - file 2221_Bach_BWV1009_CelloSuite.npy added to validation set. 2021-12-08 08:59:06 | INFO : - file 2411_Beethoven_OP27NO1_PianoSonata.npy added to training set. 2021-12-08 08:59:08 | INFO : - file 2343_Beethoven_OP27NO2_PianoSonata.npy added to training set. 2021-12-08 08:59:10 | INFO : - file 1818_Mozart_K375_Serenadein.npy added to training set. 2021-12-08 08:59:14 | INFO : - file 1919_Dvorak_OP51_StringQuartet.npy added to training set. 2021-12-08 08:59:16 | INFO : - file 2415_Beethoven_OP71_Sextetin.npy added to training set. 2021-12-08 08:59:16 | INFO : - file 2305_Bach_BWV859_WTKI.npy added to training set. 2021-12-08 08:59:20 | INFO : - file 2510_Beethoven_OP2NO2_PianoSonata.npy added to training set. 2021-12-08 08:59:23 | INFO : - file 2608_Beethoven_OP31NO1_PianoSonata.npy added to training set. 2021-12-08 08:59:26 | INFO : - file 2532_Beethoven_OP111_PianoSonata.npy added to training set. 2021-12-08 08:59:32 | INFO : - file 2542_Beethoven_OP101_PianoSonata.npy added to training set. 2021-12-08 08:59:34 | INFO : - file 2118_Brahms_OP120NO1_ClarinetSonata.npy added to training set. 2021-12-08 08:59:36 | INFO : - file 1756_Schubert_D784_PianoSonata.npy added to validation set. 2021-12-08 08:59:39 | INFO : - file 1793_Mozart_K465_StringQuartet.npy added to training set. 2021-12-08 08:59:42 | INFO : - file 1758_Schubert_D958_PianoSonata.npy added to training set. 2021-12-08 08:59:46 | INFO : - file 2404_Beethoven_OP110_PianoSonata.npy added to training set. 2021-12-08 08:59:47 | INFO : - file 2491_Beethoven_OP7_PianoSonata.npy added to training set. 2021-12-08 08:59:50 | INFO : - file 2282_Bach_BWV1014_ViolinSonata.npy added to training set. 2021-12-08 08:59:52 | INFO : - file 2304_Bach_BWV859_WTKI.npy added to training set. 2021-12-08 08:59:56 | INFO : - file 2149_Brahms_OP25_PianoQuartet.npy added to training set. 2021-12-08 08:59:59 | INFO : - file 2330_Beethoven_OP12NO1_ViolinSonata.npy added to training set. 2021-12-08 09:00:05 | INFO : - file 1916_Dvorak_OP51_StringQuartet.npy added to training set. 2021-12-08 09:00:06 | INFO : - file 2212_Bach_BWV857_WTKI.npy added to training set. 2021-12-08 09:00:09 | INFO : - file 2480_Beethoven_OP18NO5_StringQuartet.npy added to validation set. 2021-12-08 09:00:10 | INFO : - file 2214_Bach_BWV847_WTKI.npy added to training set. 2021-12-08 09:00:11 | INFO : - file 2195_Bach_BWV848_WTKI.npy added to training set. 2021-12-08 09:00:13 | INFO : - file 2477_Beethoven_OP2NO3_PianoSonata.npy added to training set. 2021-12-08 09:00:14 | INFO : - file 2295_Bach_BWV1010_CelloSuite.npy added to training set. 2021-12-08 09:00:17 | INFO : - file 1768_Schubert_D664_PianoSonata.npy added to training set. 2021-12-08 09:00:19 | INFO : - file 2627_Beethoven_OP96_ViolinSonata.npy added to training set. 2021-12-08 09:00:20 | INFO : - file 2431_Beethoven_OP135_StringQuartet.npy added to training set. 2021-12-08 09:00:21 | INFO : - file 2591_Beethoven_OP26_PianoSonata.npy added to training set. 2021-12-08 09:00:23 | INFO : - file 1775_Schubert_D850_PianoSonata.npy added to training set. 2021-12-08 09:00:25 | INFO : - file 2293_Bach_BWV1010_CelloSuite.npy added to training set. 2021-12-08 09:00:26 | INFO : - file 1791_Mozart_K465_StringQuartet.npy added to training set. 2021-12-08 09:00:27 | INFO : - file 2194_Bach_BWV858_WTKI.npy added to validation set. 2021-12-08 09:00:31 | INFO : - file 1742_Schubert_OP163_StringQuintet.npy added to training set. 2021-12-08 09:00:34 | INFO : - file 1776_Schubert_D850_PianoSonata.npy added to training set. 2021-12-08 09:00:37 | INFO : - file 2112_Brahms_OP38_CelloSonata.npy added to training set. 2021-12-08 09:00:39 | INFO : - file 2423_Beethoven_OP2NO1_PianoSonata.npy added to training set. 2021-12-08 09:00:40 | INFO : - file 2560_Beethoven_OP18NO2_StringQuartet.npy added to training set. 2021-12-08 09:00:41 | INFO : - file 2219_Bach_BWV1009_CelloSuite.npy added to training set. 2021-12-08 09:00:42 | INFO : - file 2420_Beethoven_OP12NO2_ViolinSonata.npy added to training set. 2021-12-08 09:00:45 | INFO : - file 1763_Schubert_OP142_4Impromptus.npy added to training set. 2021-12-08 09:00:45 | INFO : - file 2228_Bach_BWV851_WTKI.npy added to training set. 2021-12-08 09:00:49 | INFO : - file 2441_Beethoven_OP106_PianoSonata.npy added to training set. 2021-12-08 09:00:51 | INFO : - file 2570_Beethoven_OP30NO2_ViolinSonata.npy added to training set. 2021-12-08 09:00:52 | INFO : - file 1918_Dvorak_OP51_StringQuartet.npy added to training set. 2021-12-08 09:00:54 | INFO : - file 2451_Beethoven_OP18NO6_StringQuartet.npy added to training set. 2021-12-08 09:00:56 | INFO : - file 2177_Ravel_35_StringQuartet.npy added to training set. 2021-12-08 09:00:58 | INFO : - file 1788_Mozart_K465_StringQuartet.npy added to training set. 2021-12-08 09:01:00 | INFO : - file 2179_Ravel_35_StringQuartet.npy added to training set. 2021-12-08 09:01:02 | INFO : - file 2346_Beethoven_OP27NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:04 | INFO : - file 2376_Beethoven_OP59NO2_StringQuartet.npy added to training set. 2021-12-08 09:01:05 | INFO : - file 2620_Beethoven_OP10NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:07 | INFO : - file 2390_Beethoven_OP31NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:08 | INFO : - file 2335_Beethoven_OP30NO3_ViolinSonata.npy added to training set. 2021-12-08 09:01:10 | INFO : - file 2403_Beethoven_OP18NO1_StringQuartet.npy added to training set. 2021-12-08 09:01:10 | INFO : - file 2247_Bach_BWV854_WTKI.npy added to training set. 2021-12-08 09:01:11 | INFO : - file 2432_Beethoven_OP135_StringQuartet.npy added to training set. 2021-12-08 09:01:12 | INFO : - file 2292_Bach_BWV864_WTKI.npy added to training set. 2021-12-08 09:01:13 | INFO : - file 2076_Cambini_JOHN1_WindQuintet.npy added to training set. 2021-12-08 09:01:14 | INFO : - file 1790_Mozart_K465_StringQuartet.npy added to training set. 2021-12-08 09:01:14 | INFO : - file 2302_Bach_BWV850_WTKI.npy added to training set. 2021-12-08 09:01:17 | INFO : - file 2391_Beethoven_OP31NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:18 | INFO : - file 1933_Dvorak_OP96_StringQuartet.npy added to validation set. 2021-12-08 09:01:20 | INFO : - file 2514_Beethoven_OP2NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:21 | INFO : - file 1829_Mozart_K542_PianoTrio.npy added to validation set. 2021-12-08 09:01:23 | INFO : - file 1923_Dvorak_OP51_StringQuartet.npy added to training set. 2021-12-08 09:01:26 | INFO : - file 2377_Beethoven_OP59NO2_StringQuartet.npy added to training set. 2021-12-08 09:01:28 | INFO : - file 1931_Dvorak_OP96_StringQuartet.npy added to training set. 2021-12-08 09:01:29 | INFO : - file 2294_Bach_BWV1010_CelloSuite.npy added to training set. 2021-12-08 09:01:30 | INFO : - file 2384_Beethoven_OP130_StringQuartet.npy added to training set. 2021-12-08 09:01:31 | INFO : - file 2241_Bach_BWV1001_ViolinSonata.npy added to training set. 2021-12-08 09:01:33 | INFO : - file 2242_Bach_BWV1001_ViolinSonata.npy added to training set. 2021-12-08 09:01:33 | INFO : - file 2283_Bach_BWV1014_ViolinSonata.npy added to training set. 2021-12-08 09:01:35 | INFO : - file 2632_Beethoven_OP14NO2_PianoSonata.npy added to validation set. 2021-12-08 09:01:38 | INFO : - file 1760_Schubert_D958_PianoSonata.npy added to training set. 2021-12-08 09:01:40 | INFO : - file 2568_Beethoven_OP90_PianoSonata.npy added to training set. 2021-12-08 09:01:41 | INFO : - file 2345_Beethoven_OP27NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:43 | INFO : - file 2576_Beethoven_OP13_PianoSonata.npy added to training set. 2021-12-08 09:01:44 | INFO : - file 2131_Brahms_OP11_SerenadeNo.npy added to training set. 2021-12-08 09:01:45 | INFO : - file 2537_Beethoven_OP49NO2_PianoSonata.npy added to training set. 2021-12-08 09:01:48 | INFO : - file 2607_Beethoven_OP31NO1_PianoSonata.npy added to training set. 2021-12-08 09:01:48 | INFO : - file 2230_Bach_BWV865_WTKI.npy added to training set. 2021-12-08 09:01:49 | INFO : - file 2167_Faure_OP45_PianoQuartet.npy added to validation set. 2021-12-08 09:01:51 | INFO : - file 2603_Beethoven_OP81NO1_PianoSonata.npy added to training set. 2021-12-08 09:01:52 | INFO : - file 2594_Beethoven_OP31NO3_PianoSonata.npy added to training set. 2021-12-08 09:01:53 | INFO : - file 2204_Bach_BWV1013_Partitain.npy added to training set. 2021-12-08 09:01:55 | INFO : - file 2523_Beethoven_OP69_CelloSonata.npy added to training set. 2021-12-08 09:01:57 | INFO : - file 2357_Beethoven_OP28_PianoSonata.npy added to training set. 2021-12-08 09:02:00 | INFO : - file 2398_Beethoven_OP47_ViolinSonata.npy added to training set. 2021-12-08 09:02:01 | INFO : - file 2310_Bach_BWV860_WTKI.npy added to training set. 2021-12-08 09:02:02 | INFO : - file 2078_Cambini_JOHN2_WindQuintet.npy added to training set. 2021-12-08 09:02:05 | INFO : - file 2521_Beethoven_OP69_CelloSonata.npy added to training set. 2021-12-08 09:02:07 | INFO : - file 2562_Beethoven_OP18NO2_StringQuartet.npy added to training set. 2021-12-08 09:02:08 | INFO : - file 1824_Mozart_K421_StringQuartet.npy added to training set. 2021-12-08 09:02:11 | INFO : - file 2318_Beethoven_OP38_Trioin.npy added to validation set. 2021-12-08 09:02:12 | INFO : - file 1773_Schubert_D568_PianoSonata.npy added to training set. 2021-12-08 09:02:16 | INFO : - file 2443_Beethoven_OP106_PianoSonata.npy added to training set. 2021-12-08 09:02:18 | INFO : - file 2114_Brahms_OP38_CelloSonata.npy added to training set. 2021-12-08 09:02:20 | INFO : - file 2488_Beethoven_OP7_PianoSonata.npy added to training set. 2021-12-08 09:02:21 | INFO : - file 2198_Bach_BWV867_WTKI.npy added to training set. 2021-12-08 09:02:22 | INFO : - file 2350_Beethoven_OP27NO2_PianoSonata.npy added to training set. 2021-12-08 09:02:24 | INFO : - file 2595_Beethoven_OP31NO3_PianoSonata.npy added to training set. 2021-12-08 09:02:25 | INFO : - file 1805_Mozart_K387_StringQuartet.npy added to validation set. 2021-12-08 09:02:27 | INFO : - file 2113_Brahms_OP38_CelloSonata.npy added to training set. 2021-12-08 09:02:28 | INFO : - file 2075_Cambini_JOHN1_WindQuintet.npy added to training set. 2021-12-08 09:02:30 | INFO : - file 2516_Beethoven_OP2NO2_PianoSonata.npy added to training set. 2021-12-08 09:02:32 | INFO : - file 2497_Beethoven_OP95_StringQuartet.npy added to training set. 2021-12-08 09:02:33 | INFO : - file 2507_Beethoven_OP103_Octetin.npy added to training set. 2021-12-08 09:02:37 | INFO : - file 2389_Beethoven_OP31NO2_PianoSonata.npy added to training set. 2021-12-08 09:02:39 | INFO : - file 2222_Bach_BWV1009_CelloSuite.npy added to validation set. 2021-12-08 09:02:41 | INFO : - file 2372_Beethoven_OP14NO1_PianoSonata.npy added to training set. 2021-12-08 09:02:45 | INFO : - file 2471_Beethoven_OP2NO3_PianoSonata.npy added to training set. 2021-12-08 09:02:48 | INFO : - file 2105_Haydn_OP64NO5_QuartetNo.npy added to training set. 2021-12-08 09:02:53 | INFO : - file 2388_Beethoven_OP31NO2_PianoSonata.npy added to training set. 2021-12-08 09:02:54 | INFO : - file 2213_Bach_BWV847_WTKI.npy added to training set. 2021-12-08 09:02:57 | INFO : - file 2629_Beethoven_OP96_ViolinSonata.npy added to validation set. 2021-12-08 09:02:58 | INFO : - file 2417_Beethoven_OP71_Sextetin.npy added to training set. 2021-12-08 09:03:00 | INFO : - file 1751_Schubert_D845_PianoSonata.npy added to training set. 2021-12-08 09:03:03 | INFO : - file 1728_Schubert_OP114_PianoQuintet.npy added to training set. 2021-12-08 09:03:06 | INFO : - file 2227_Bach_BWV851_WTKI.npy added to training set. 2021-12-08 09:03:08 | INFO : - file 1734_Schubert_D959_PianoSonata.npy added to training set. 2021-12-08 09:03:10 | INFO : - file 2224_Bach_BWV852_WTKI.npy added to training set. 2021-12-08 09:03:11 | INFO : - file 2285_Bach_BWV1014_ViolinSonata.npy added to training set. 2021-12-08 09:03:14 | INFO : - file 2159_Brahms_OP40_HornTrio.npy added to training set. 2021-12-08 09:03:16 | INFO : - file 2117_Brahms_OP120NO1_ClarinetSonata.npy added to training set. 2021-12-08 09:03:21 | INFO : - file 2155_Brahms_OP18_StringSextet.npy added to training set. 2021-12-08 09:03:26 | INFO : - file 1771_Schubert_D568_PianoSonata.npy added to training set. 2021-12-08 09:03:32 | INFO : - file 2571_Beethoven_OP30NO2_ViolinSonata.npy added to training set. 2021-12-08 09:03:34 | INFO : - file 2229_Bach_BWV865_WTKI.npy added to training set. 2021-12-08 09:03:36 | INFO : - file 2325_Beethoven_OP57_PianoSonata.npy added to training set. 2021-12-08 09:03:42 | INFO : - file 1749_Schubert_D845_PianoSonata.npy added to training set. 2021-12-08 09:03:45 | INFO : - file 2573_Beethoven_OP30NO2_ViolinSonata.npy added to training set. 2021-12-08 09:03:48 | INFO : - file 2596_Beethoven_OP31NO3_PianoSonata.npy added to training set. 2021-12-08 09:03:52 | INFO : - file 2300_Bach_BWV853_WTKI.npy added to training set. 2021-12-08 09:03:55 | INFO : - file 2487_Beethoven_OP7_PianoSonata.npy added to training set. 2021-12-08 09:03:58 | INFO : - file 2119_Brahms_OP120NO1_ClarinetSonata.npy added to training set. 2021-12-08 09:04:06 | INFO : - file 1765_Schubert_OP142_4Impromptus.npy added to validation set. 2021-12-08 09:04:10 | INFO : - file 2528_Beethoven_OP10NO1_PianoSonata.npy added to training set. 2021-12-08 09:04:15 | INFO : - file 1727_Schubert_OP114_PianoQuintet.npy added to training set. 2021-12-08 09:04:21 | INFO : - file 2314_Beethoven_OP132_StringQuartet.npy added to training set. 2021-12-08 09:04:22 | INFO : - file 2202_Bach_BWV1013_Partitain.npy added to training set. 2021-12-08 09:04:25 | INFO : - file 2239_Bach_BWV862_WTKI.npy added to training set. 2021-12-08 09:04:33 | INFO : - file 2444_Beethoven_OP106_PianoSonata.npy added to training set. 2021-12-08 09:04:38 | INFO : - file 2581_Beethoven_OP54_PianoSonata.npy added to training set. 2021-12-08 09:04:42 | INFO : - file 2244_Bach_BWV1001_ViolinSonata.npy added to training set. 2021-12-08 09:04:45 | INFO : - file 1792_Mozart_K465_StringQuartet.npy added to training set. 2021-12-08 09:04:51 | INFO : - file 1812_Mozart_K581_ClarinetQuintet.npy added to training set. 2021-12-08 09:04:55 | INFO : - file 2490_Beethoven_OP7_PianoSonata.npy added to training set. 2021-12-08 09:04:56 | INFO : - file 2442_Beethoven_OP106_PianoSonata.npy added to training set. 2021-12-08 09:05:05 | INFO : - file 2564_Beethoven_OP22_PianoSonata.npy added to training set. 2021-12-08 09:05:11 | INFO : - file 2611_Beethoven_OP10NO3_PianoSonata.npy added to training set. 2021-12-08 09:05:13 | INFO : - file 2422_Beethoven_OP2NO1_PianoSonata.npy added to training set. 2021-12-08 09:05:18 | INFO : - file 2483_Beethoven_OP18NO5_StringQuartet.npy added to training set. 2021-12-08 09:05:19 | INFO : - file 2342_Beethoven_OP30NO3_ViolinSonata.npy added to validation set. 2021-12-08 09:05:28 | INFO : - file 2366_Beethoven_OP127_StringQuartet.npy added to training set. 2021-12-08 09:05:29 | INFO : - file 2358_Beethoven_OP28_PianoSonata.npy added to training set. 2021-12-08 09:05:32 | INFO : - file 2555_Beethoven_OP109_PianoSonata.npy added to training set. 2021-12-08 09:05:41 | INFO : - file 2622_Beethoven_OP59NO1_StringQuartet.npy added to training set. 2021-12-08 09:05:42 | INFO : - file 2289_Bach_BWV1002_ViolinPartita.npy added to validation set. 2021-12-08 09:05:45 | INFO : - file 2080_Cambini_JOHN2_WindQuintet.npy added to training set. 2021-12-08 09:05:53 | INFO : - file 2588_Beethoven_OP26_PianoSonata.npy added to training set. 2021-12-08 09:05:58 | INFO : - file 2494_Beethoven_OP95_StringQuartet.npy added to training set. 2021-12-08 09:06:04 | INFO : - file 1789_Mozart_K465_StringQuartet.npy added to training set. 2021-12-08 09:06:09 | INFO : - file 2168_Faure_OP45_PianoQuartet.npy added to training set. 2021-12-08 09:06:15 | INFO : - file 1859_Mozart_K464_StringQuartet.npy added to training set. 2021-12-08 09:06:23 | INFO : - file 2586_Beethoven_OP102NO1_CelloSonata.npy added to training set. 2021-12-08 09:06:28 | INFO : - file 2478_Beethoven_OP2NO3_PianoSonata.npy added to training set. 2021-12-08 09:06:46 | INFO : - file 2315_Beethoven_OP132_StringQuartet.npy added to validation set. 2021-12-08 09:06:50 | INFO : - file 2201_Bach_BWV861_WTKI.npy added to training set. 2021-12-08 09:06:52 | INFO : - file 2572_Beethoven_OP30NO2_ViolinSonata.npy added to training set. 2021-12-08 09:06:52 | INFO : - file 2238_Bach_BWV868_WTKI.npy added to training set. 2021-12-08 09:06:53 | INFO : - file 2248_Bach_BWV854_WTKI.npy added to training set. 2021-12-08 09:07:02 | INFO : - file 1735_Schubert_D959_PianoSonata.npy added to training set. 2021-12-08 09:07:04 | INFO : - file 2308_Bach_BWV863_WTKI.npy added to training set. 2021-12-08 09:07:12 | INFO : - file 2154_Brahms_OP18_StringSextet.npy added to training set. 2021-12-08 09:07:15 | INFO : - file 2140_Brahms_OP51NO1_StringQuartet.npy added to training set. 2021-12-08 09:07:17 | INFO : - file 2077_Cambini_JOHN1_WindQuintet.npy added to training set. 2021-12-08 09:07:21 | INFO : - file 1807_Mozart_K387_StringQuartet.npy added to validation set. 2021-12-08 09:07:27 | INFO : - file 2406_Beethoven_OP110_PianoSonata.npy added to training set. 2021-12-08 09:07:30 | INFO : - file 1772_Schubert_D568_PianoSonata.npy added to training set. 2021-12-08 09:07:33 | INFO : - file 2156_Brahms_OP18_StringSextet.npy added to training set. 2021-12-08 09:07:41 | INFO : - file 1757_Schubert_D958_PianoSonata.npy added to training set. 2021-12-08 09:07:49 | INFO : - file 2436_Beethoven_OP53_PianoSonata.npy added to training set. 2021-12-08 09:07:54 | INFO : - file 2364_Beethoven_OP28_PianoSonata.npy added to training set. 2021-12-08 09:07:57 | INFO : - file 2538_Beethoven_OP49NO2_PianoSonata.npy added to training set. 2021-12-08 09:08:00 | INFO : - file 2336_Beethoven_OP30NO3_ViolinSonata.npy added to training set. 2021-12-08 09:08:03 | INFO : - file 2466_Beethoven_OP23_ViolinSonata.npy added to training set. 2021-12-08 09:08:07 | INFO : - file 2677_Beethoven_OP14NO1_PianoSonata.npy added to training set. 2021-12-08 09:08:12 | INFO : - file 2081_Cambini_JOHN3_WindQuintet.npy added to validation set. 2021-12-08 09:08:15 | INFO : - file 2151_Brahms_OP25_PianoQuartet.npy added to training set. 2021-12-08 09:08:23 | INFO : - file 2512_Beethoven_OP2NO2_PianoSonata.npy added to training set. 2021-12-08 09:08:25 | INFO : - file 2083_Cambini_JOHN3_WindQuintet.npy added to validation set. 2021-12-08 09:08:30 | INFO : - file 2368_Beethoven_OP127_StringQuartet.npy added to training set. 2021-12-08 09:08:34 | INFO : - file 2082_Cambini_JOHN3_WindQuintet.npy added to validation set. 2021-12-08 09:08:42 | INFO : - file 2178_Ravel_35_StringQuartet.npy added to training set. 2021-12-08 09:08:48 | INFO : - file 2322_Beethoven_OP57_PianoSonata.npy added to training set. 2021-12-08 09:08:52 | INFO : - file 2633_Beethoven_OP14NO2_PianoSonata.npy added to validation set. 2021-12-08 09:08:54 | INFO : - file 2220_Bach_BWV1009_CelloSuite.npy added to training set. 2021-12-08 09:08:58 | INFO : - file 1828_Mozart_K542_PianoTrio.npy added to validation set. 2021-12-08 09:09:03 | INFO : - file 2527_Beethoven_OP10NO1_PianoSonata.npy added to training set. 2021-12-08 09:09:05 | INFO : - file 2540_Beethoven_OP101_PianoSonata.npy added to training set. 2021-12-08 09:09:10 | INFO : - file 2582_Beethoven_OP54_PianoSonata.npy added to training set. 2021-12-08 09:09:14 | INFO : - file 2225_Bach_BWV852_WTKI.npy added to training set. 2021-12-08 09:09:21 | INFO : - file 1876_Mozart_K496_PianoTrio.npy added to training set. 2021-12-08 09:09:27 | INFO : - file 2593_Beethoven_OP31NO3_PianoSonata.npy added to training set. 2021-12-08 09:09:33 | INFO : - file 2482_Beethoven_OP18NO5_StringQuartet.npy added to training set. 2021-12-08 09:09:37 | INFO : - file 2341_Beethoven_OP30NO3_ViolinSonata.npy added to validation set. 2021-12-08 09:09:38 | INFO : - file 2288_Bach_BWV1002_ViolinPartita.npy added to training set. 2021-12-08 09:09:45 | INFO : - file 2504_Beethoven_OP103_Octetin.npy added to training set. 2021-12-08 09:09:50 | INFO : - file 2381_Beethoven_OP130_StringQuartet.npy added to training set. 2021-12-08 09:09:56 | INFO : - file 2104_Haydn_OP64NO5_QuartetNo.npy added to training set. 2021-12-08 09:10:03 | INFO : - file 2365_Beethoven_OP127_StringQuartet.npy added to training set. 2021-12-08 09:10:08 | INFO : - file 1739_Schubert_OP99_PianoTrio.npy added to training set. 2021-12-08 09:10:18 | INFO : - file 1750_Schubert_D845_PianoSonata.npy added to training set. 2021-12-08 09:10:20 | INFO : - file 2473_Beethoven_OP2NO3_PianoSonata.npy added to training set. 2021-12-08 09:10:22 | INFO : - file 2180_Ravel_35_StringQuartet.npy added to training set. 2021-12-08 09:10:28 | INFO : - file 2397_Beethoven_OP47_ViolinSonata.npy added to training set. 2021-12-08 09:10:32 | INFO : - file 2626_Beethoven_OP96_ViolinSonata.npy added to training set. 2021-12-08 09:10:34 | INFO : - file 1730_Schubert_OP114_PianoQuintet.npy added to training set. 2021-12-08 09:10:38 | INFO : - file 2522_Beethoven_OP69_CelloSonata.npy added to training set. 2021-12-08 09:10:40 | INFO : - file 2619_Beethoven_OP10NO2_PianoSonata.npy added to training set. 2021-12-08 09:10:42 | INFO : - file 2234_Bach_BWV856_WTKI.npy added to training set. 2021-12-08 09:10:47 | INFO : - file 2618_Beethoven_OP10NO2_PianoSonata.npy added to training set. 2021-12-08 09:10:51 | INFO : - file 2161_Brahms_OP40_HornTrio.npy added to training set. 2021-12-08 09:10:58 | INFO : - file 2166_Faure_OP45_PianoQuartet.npy added to training set. 2021-12-08 09:11:07 | INFO : - file 2319_Beethoven_OP38_Trioin.npy added to training set. 2021-12-08 09:11:12 | INFO : - file 2590_Beethoven_OP26_PianoSonata.npy added to training set. 2021-12-08 09:11:12 | INFO : ######## Training set MusicNet generated, length 133177 ###### 2021-12-08 09:11:12 | INFO : ######## Validation set MusicNet generated, length 15491 ###### 2021-12-08 09:11:14 | INFO : - file Schubert_D911-06_AL98.npy added to training set. 2021-12-08 09:11:17 | INFO : - file Schubert_D911-11_OL06.npy added to training set. 2021-12-08 09:11:19 | INFO : - file Schubert_D911-10_FI80.npy added to training set. 2021-12-08 09:11:22 | INFO : - file Schubert_D911-05_FI80.npy added to training set. 2021-12-08 09:11:25 | INFO : - file Schubert_D911-06_QU98.npy added to training set. 2021-12-08 09:11:26 | INFO : - file Schubert_D911-04_FI80.npy added to training set. 2021-12-08 09:11:30 | INFO : - file Schubert_D911-05_QU98.npy added to training set. 2021-12-08 09:11:31 | INFO : - file Schubert_D911-12_AL98.npy added to training set. 2021-12-08 09:11:34 | INFO : - file Schubert_D911-10_AL98.npy added to training set. 2021-12-08 09:11:35 | INFO : - file Schubert_D911-04_FI55.npy added to training set. 2021-12-08 09:11:37 | INFO : - file Schubert_D911-04_AL98.npy added to training set. 2021-12-08 09:11:39 | INFO : - file Schubert_D911-14_TR99.npy added to validation set. 2021-12-08 09:11:43 | INFO : - file Schubert_D911-10_FI55.npy added to training set. 2021-12-08 09:11:43 | INFO : - file Schubert_D911-02_FI55.npy added to training set. 2021-12-08 09:11:45 | INFO : - file Schubert_D911-03_AL98.npy added to training set. 2021-12-08 09:11:47 | INFO : - file Schubert_D911-10_OL06.npy added to training set. 2021-12-08 09:11:47 | INFO : - file Schubert_D911-15_FI66.npy added to validation set. 2021-12-08 09:11:51 | INFO : - file Schubert_D911-05_FI55.npy added to training set. 2021-12-08 09:11:53 | INFO : - file Schubert_D911-09_FI55.npy added to training set. 2021-12-08 09:11:53 | INFO : - file Schubert_D911-13_OL06.npy added to training set. 2021-12-08 09:11:56 | INFO : - file Schubert_D911-03_QU98.npy added to training set. 2021-12-08 09:11:57 | INFO : - file Schubert_D911-15_TR99.npy added to validation set. 2021-12-08 09:11:59 | INFO : - file Schubert_D911-13_QU98.npy added to training set. 2021-12-08 09:11:59 | INFO : - file Schubert_D911-13_AL98.npy added to training set. 2021-12-08 09:12:01 | INFO : - file Schubert_D911-08_FI80.npy added to training set. 2021-12-08 09:12:04 | INFO : - file Schubert_D911-13_FI80.npy added to training set. 2021-12-08 09:12:05 | INFO : - file Schubert_D911-16_FI66.npy added to validation set. 2021-12-08 09:12:07 | INFO : - file Schubert_D911-03_OL06.npy added to training set. 2021-12-08 09:12:12 | INFO : - file Schubert_D911-11_FI55.npy added to training set. 2021-12-08 09:12:12 | INFO : - file Schubert_D911-02_OL06.npy added to training set. 2021-12-08 09:12:18 | INFO : - file Schubert_D911-06_FI80.npy added to training set. 2021-12-08 09:12:23 | INFO : - file Schubert_D911-01_FI80.npy added to training set. 2021-12-08 09:12:27 | INFO : - file Schubert_D911-01_AL98.npy added to training set. 2021-12-08 09:12:29 | INFO : - file Schubert_D911-01_OL06.npy added to training set. 2021-12-08 09:12:30 | INFO : - file Schubert_D911-16_TR99.npy added to validation set. 2021-12-08 09:12:32 | INFO : - file Schubert_D911-03_FI80.npy added to training set. 2021-12-08 09:12:33 | INFO : - file Schubert_D911-04_QU98.npy added to training set. 2021-12-08 09:12:37 | INFO : - file Schubert_D911-11_AL98.npy added to training set. 2021-12-08 09:12:39 | INFO : - file Schubert_D911-10_QU98.npy added to training set. 2021-12-08 09:12:41 | INFO : - file Schubert_D911-13_FI55.npy added to training set. 2021-12-08 09:12:42 | INFO : - file Schubert_D911-09_AL98.npy added to training set. 2021-12-08 09:12:46 | INFO : - file Schubert_D911-01_QU98.npy added to training set. 2021-12-08 09:12:48 | INFO : - file Schubert_D911-04_OL06.npy added to training set. 2021-12-08 09:12:51 | INFO : - file Schubert_D911-05_AL98.npy added to training set. 2021-12-08 09:12:52 | INFO : - file Schubert_D911-02_QU98.npy added to training set. 2021-12-08 09:12:55 | INFO : - file Schubert_D911-07_OL06.npy added to training set. 2021-12-08 09:12:59 | INFO : - file Schubert_D911-11_FI80.npy added to training set. 2021-12-08 09:13:03 | INFO : - file Schubert_D911-06_OL06.npy added to training set. 2021-12-08 09:13:04 | INFO : - file Schubert_D911-07_QU98.npy added to training set. 2021-12-08 09:13:10 | INFO : - file Schubert_D911-01_FI55.npy added to training set. 2021-12-08 09:13:11 | INFO : - file Schubert_D911-03_FI55.npy added to training set. 2021-12-08 09:13:14 | INFO : - file Schubert_D911-05_OL06.npy added to training set. 2021-12-08 09:13:17 | INFO : - file Schubert_D911-12_QU98.npy added to training set. 2021-12-08 09:13:18 | INFO : - file Schubert_D911-14_FI66.npy added to validation set. 2021-12-08 09:13:21 | INFO : - file Schubert_D911-11_QU98.npy added to training set. 2021-12-08 09:13:24 | INFO : - file Schubert_D911-06_FI55.npy added to training set. 2021-12-08 09:13:25 | INFO : - file Schubert_D911-02_AL98.npy added to training set. 2021-12-08 09:13:26 | INFO : - file Schubert_D911-09_OL06.npy added to training set. 2021-12-08 09:13:30 | INFO : - file Schubert_D911-12_FI80.npy added to training set. 2021-12-08 09:13:32 | INFO : - file Schubert_D911-08_OL06.npy added to training set. 2021-12-08 09:13:33 | INFO : - file Schubert_D911-09_FI80.npy added to training set. 2021-12-08 09:13:36 | INFO : - file Schubert_D911-09_QU98.npy added to training set. 2021-12-08 09:13:38 | INFO : - file Schubert_D911-07_FI55.npy added to training set. 2021-12-08 09:13:41 | INFO : - file Schubert_D911-02_FI80.npy added to training set. 2021-12-08 09:13:43 | INFO : - file Schubert_D911-08_QU98.npy added to training set. 2021-12-08 09:13:44 | INFO : - file Schubert_D911-08_FI55.npy added to training set. 2021-12-08 09:13:46 | INFO : - file Schubert_D911-07_FI80.npy added to training set. 2021-12-08 09:13:47 | INFO : - file Schubert_D911-07_AL98.npy added to training set. 2021-12-08 09:13:50 | INFO : - file Schubert_D911-12_FI55.npy added to training set. 2021-12-08 09:13:51 | INFO : - file Schubert_D911-08_AL98.npy added to training set. 2021-12-08 09:13:52 | INFO : - file Schubert_D911-12_OL06.npy added to training set. 2021-12-08 09:13:52 | INFO : ######## Training set SchubertWR generated, length 92820 ###### 2021-12-08 09:13:52 | INFO : ######## Validation set SchubertWR generated, length 9466 ###### 2021-12-08 09:13:53 | INFO : - file 01-AchGottundHerr.npy added to training set. 2021-12-08 09:13:55 | INFO : - file 06-DieSonne.npy added to validation set. 2021-12-08 09:13:56 | INFO : - file 05-DieNacht.npy added to validation set. 2021-12-08 09:13:56 | INFO : - file 03-ChristederdubistTagundLicht.npy added to training set. 2021-12-08 09:13:57 | INFO : - file 02-AchLiebenChristen.npy added to training set. 2021-12-08 09:13:57 | INFO : - file 04-ChristeDuBeistand.npy added to training set. 2021-12-08 09:13:57 | INFO : ######## Training set Bach10 generated, length 5421 ###### 2021-12-08 09:13:57 | INFO : ######## Validation set Bach10 generated, length 2827 ###### 2021-12-08 09:14:00 | INFO : - file mahler.npy added to training set. 2021-12-08 09:14:02 | INFO : - file beethoven.npy added to training set. 2021-12-08 09:14:02 | INFO : ######## Training set PHENICX-Anechoic generated, length 6884 ###### 2021-12-08 09:14:03 | INFO : - file CSD_Traditional_ElRossinyol.npy added to training set. 2021-12-08 09:14:06 | INFO : - file CSD_Guerrero_NinoDios_noalt.npy added to validation set. 2021-12-08 09:14:08 | INFO : - file CSD_Guerrero_NinoDios_nosop.npy added to validation set. 2021-12-08 09:14:09 | INFO : - file CSD_Guerrero_NinoDios_nobas.npy added to validation set. 2021-12-08 09:14:10 | INFO : - file CSD_Guerrero_NinoDios_noten.npy added to validation set. 2021-12-08 09:14:14 | INFO : - file CSD_Traditional_ElRossinyol_nobas.npy added to training set. 2021-12-08 09:14:16 | INFO : - file CSD_Traditional_ElRossinyol_noten.npy added to training set. 2021-12-08 09:14:17 | INFO : - file CSD_Traditional_ElRossinyol_nosop.npy added to training set. 2021-12-08 09:14:20 | INFO : - file CSD_Traditional_ElRossinyol_noalt.npy added to training set. 2021-12-08 09:14:21 | INFO : - file CSD_Guerrero_NinoDios.npy added to validation set. 2021-12-08 09:14:21 | INFO : ######## Training set ChoralSingingDataset generated, length 7274 ###### 2021-12-08 09:14:21 | INFO : ######## Validation set ChoralSingingDataset generated, length 5555 ###### 2021-12-08 09:14:21 | INFO : Training set & loader generated, length 245576 2021-12-08 09:14:21 | INFO : Validation set & loader generated, length 33339 2021-12-08 09:14:21 | INFO : ###################### START TRAINING ###################### 2021-12-08 09:26:16 | INFO : Epoch #0 finished. Train Loss: 0.0921, Val Loss: 0.0771 with lr: 0.00020 2021-12-08 09:26:16 | INFO : .... model of epoch 0 saved. 2021-12-08 09:38:03 | INFO : Epoch #1 finished. Train Loss: 0.0783, Val Loss: 0.0709 with lr: 0.00020 2021-12-08 09:38:03 | INFO : .... model of epoch #1 saved. 2021-12-08 09:49:52 | INFO : Epoch #2 finished. Train Loss: 0.0734, Val Loss: 0.0689 with lr: 0.00020 2021-12-08 09:49:52 | INFO : .... model of epoch #2 saved. 2021-12-08 10:01:41 | INFO : Epoch #3 finished. Train Loss: 0.0709, Val Loss: 0.0694 with lr: 0.00020 2021-12-08 10:13:30 | INFO : Epoch #4 finished. Train Loss: 0.0689, Val Loss: 0.0715 with lr: 0.00020 2021-12-08 10:25:18 | INFO : Epoch #5 finished. Train Loss: 0.0678, Val Loss: 0.0664 with lr: 0.00020 2021-12-08 10:25:18 | INFO : .... model of epoch #5 saved. 2021-12-08 10:37:06 | INFO : Epoch #6 finished. Train Loss: 0.0668, Val Loss: 0.0704 with lr: 0.00020 2021-12-08 10:49:28 | INFO : Epoch #7 finished. Train Loss: 0.0659, Val Loss: 0.0687 with lr: 0.00020 2021-12-08 11:01:23 | INFO : Epoch #8 finished. Train Loss: 0.0653, Val Loss: 0.0646 with lr: 0.00020 2021-12-08 11:01:23 | INFO : .... model of epoch #8 saved. 2021-12-08 11:13:18 | INFO : Epoch #9 finished. Train Loss: 0.0645, Val Loss: 0.0668 with lr: 0.00020 2021-12-08 11:25:12 | INFO : Epoch #10 finished. Train Loss: 0.0634, Val Loss: 0.0642 with lr: 0.00020 2021-12-08 11:25:12 | INFO : .... model of epoch #10 saved. 2021-12-08 11:37:05 | INFO : Epoch #11 finished. Train Loss: 0.0634, Val Loss: 0.0667 with lr: 0.00020 2021-12-08 11:48:59 | INFO : Epoch #12 finished. Train Loss: 0.0628, Val Loss: 0.0665 with lr: 0.00020 2021-12-08 12:00:53 | INFO : Epoch #13 finished. Train Loss: 0.0625, Val Loss: 0.0654 with lr: 0.00020 2021-12-08 12:12:48 | INFO : Epoch #14 finished. Train Loss: 0.0619, Val Loss: 0.0643 with lr: 0.00020 2021-12-08 12:24:41 | INFO : Epoch #15 finished. Train Loss: 0.0618, Val Loss: 0.0644 with lr: 0.00020 2021-12-08 12:36:35 | INFO : Epoch #16 finished. Train Loss: 0.0613, Val Loss: 0.0650 with lr: 0.00020 2021-12-08 12:48:29 | INFO : Epoch #17 finished. Train Loss: 0.0582, Val Loss: 0.0637 with lr: 0.00010 2021-12-08 12:48:29 | INFO : .... model of epoch #17 saved. 2021-12-08 13:00:24 | INFO : Epoch #18 finished. Train Loss: 0.0578, Val Loss: 0.0642 with lr: 0.00010 2021-12-08 13:12:18 | INFO : Epoch #19 finished. Train Loss: 0.0575, Val Loss: 0.0659 with lr: 0.00010 2021-12-08 13:24:12 | INFO : Epoch #20 finished. Train Loss: 0.0573, Val Loss: 0.0661 with lr: 0.00010 2021-12-08 13:36:06 | INFO : Epoch #21 finished. Train Loss: 0.0573, Val Loss: 0.0651 with lr: 0.00010 2021-12-08 13:48:00 | INFO : Epoch #22 finished. Train Loss: 0.0566, Val Loss: 0.0642 with lr: 0.00010 2021-12-08 13:59:55 | INFO : Epoch #23 finished. Train Loss: 0.0565, Val Loss: 0.0640 with lr: 0.00010 2021-12-08 14:11:49 | INFO : Epoch #24 finished. Train Loss: 0.0551, Val Loss: 0.0659 with lr: 0.00005 2021-12-08 14:23:41 | INFO : Epoch #25 finished. Train Loss: 0.0545, Val Loss: 0.0640 with lr: 0.00005 2021-12-08 14:35:34 | INFO : Epoch #26 finished. Train Loss: 0.0546, Val Loss: 0.0637 with lr: 0.00005 2021-12-08 14:35:35 | INFO : .... model of epoch #26 saved. 2021-12-08 14:47:28 | INFO : Epoch #27 finished. Train Loss: 0.0544, Val Loss: 0.0661 with lr: 0.00005 2021-12-08 14:59:23 | INFO : Epoch #28 finished. Train Loss: 0.0542, Val Loss: 0.0665 with lr: 0.00005 2021-12-08 15:11:15 | INFO : Epoch #29 finished. Train Loss: 0.0540, Val Loss: 0.0649 with lr: 0.00005 2021-12-08 15:23:09 | INFO : Epoch #30 finished. Train Loss: 0.0536, Val Loss: 0.0643 with lr: 0.00005 2021-12-08 15:35:02 | INFO : Epoch #31 finished. Train Loss: 0.0539, Val Loss: 0.0635 with lr: 0.00005 2021-12-08 15:35:02 | INFO : .... model of epoch #31 saved. 2021-12-08 15:46:56 | INFO : Epoch #32 finished. Train Loss: 0.0537, Val Loss: 0.0647 with lr: 0.00005 2021-12-08 15:58:50 | INFO : Epoch #33 finished. Train Loss: 0.0537, Val Loss: 0.0648 with lr: 0.00005 2021-12-08 16:10:43 | INFO : Epoch #34 finished. Train Loss: 0.0537, Val Loss: 0.0680 with lr: 0.00005 2021-12-08 16:22:36 | INFO : Epoch #35 finished. Train Loss: 0.0535, Val Loss: 0.0664 with lr: 0.00005 2021-12-08 16:34:29 | INFO : Epoch #36 finished. Train Loss: 0.0533, Val Loss: 0.0646 with lr: 0.00005 2021-12-08 16:46:23 | INFO : Epoch #37 finished. Train Loss: 0.0533, Val Loss: 0.0669 with lr: 0.00005 2021-12-08 16:58:16 | INFO : Epoch #38 finished. Train Loss: 0.0527, Val Loss: 0.0641 with lr: 0.00003 2021-12-08 17:10:09 | INFO : Epoch #39 finished. Train Loss: 0.0522, Val Loss: 0.0651 with lr: 0.00003 2021-12-08 17:22:03 | INFO : Epoch #40 finished. Train Loss: 0.0524, Val Loss: 0.0641 with lr: 0.00003 2021-12-08 17:33:57 | INFO : Epoch #41 finished. Train Loss: 0.0521, Val Loss: 0.0661 with lr: 0.00003 2021-12-08 17:45:51 | INFO : Epoch #42 finished. Train Loss: 0.0520, Val Loss: 0.0661 with lr: 0.00003 2021-12-08 17:57:45 | INFO : Epoch #43 finished. Train Loss: 0.0520, Val Loss: 0.0655 with lr: 0.00003 2021-12-08 17:57:45 | INFO : ### trained model saved in /tsi/clusterhome/cweiss/models/exp214c_traintest_bigmix_aligned_pitch_cnn_deepresnetwide_test10files_augall_AdamW_smallepochs.pt 2021-12-08 17:57:45 | INFO : ###################### START TESTING ###################### 2021-12-08 17:58:20 | INFO : file 2106_Haydn_OP64NO5_QuartetNo.npy tested. Av. Prec: 0.732077785159247 2021-12-08 17:58:44 | INFO : file 1819_Mozart_K375_Serenadein.npy tested. Av. Prec: 0.8032475094772122 2021-12-08 17:59:03 | INFO : file 2416_Beethoven_OP71_Sextetin.npy tested. Av. Prec: 0.6415103179939123 2021-12-08 17:59:18 | INFO : file 2303_Bach_BWV850_WTKI.npy tested. Av. Prec: 0.8167981263144999 2021-12-08 17:59:42 | INFO : file 1759_Schubert_D958_PianoSonata.npy tested. Av. Prec: 0.7932443127701272 2021-12-08 17:59:58 | INFO : file 2191_Bach_BWV1006_ViolinPartita.npy tested. Av. Prec: 0.775921934306416 2021-12-08 18:00:53 | INFO : file 2629_Beethoven_OP96_ViolinSonata.npy tested. Av. Prec: 0.8344671690155188 2021-12-08 18:01:11 | INFO : file 2382_Beethoven_OP130_StringQuartet.npy tested. Av. Prec: 0.5130612795247027 2021-12-08 18:01:30 | INFO : file 2556_Beethoven_OP109_PianoSonata.npy tested. Av. Prec: 0.8318103618245272 2021-12-08 18:01:50 | INFO : file 2298_Bach_BWV1010_CelloSuite.npy tested. Av. Prec: 0.6652423487681104 2021-12-08 18:01:50 | INFO : ### Dataset MusicNet tested. Individual results: ################################ 2021-12-08 18:01:50 | INFO : Mean precision: 0.6551450219447342 2021-12-08 18:01:50 | INFO : Mean recall: 0.7839932349655834 2021-12-08 18:01:50 | INFO : Mean f_measure: 0.7104398822610245 2021-12-08 18:01:50 | INFO : Mean cosine_sim: 0.7286957880455025 2021-12-08 18:01:50 | INFO : Mean binary_crossentropy: 0.07288304182612607 2021-12-08 18:01:50 | INFO : Mean euclidean_distance: 0.9084075356200966 2021-12-08 18:01:50 | INFO : Mean binary_accuracy: 0.9796843576128895 2021-12-08 18:01:50 | INFO : Mean soft_accuracy: 0.9665581434429423 2021-12-08 18:01:50 | INFO : Mean accum_energy: 0.5593702629833441 2021-12-08 18:01:50 | INFO : Mean roc_auc_measure: 0.9857328898911323 2021-12-08 18:01:50 | INFO : Mean average_precision_score: 0.7407381145154274 2021-12-08 18:01:50 | INFO : Mean Precision: 0.6551450219447342 2021-12-08 18:01:50 | INFO : Mean Recall: 0.7839932349655834 2021-12-08 18:01:50 | INFO : Mean Accuracy: 0.5562707400974344 2021-12-08 18:01:50 | INFO : Mean Substitution Error: 0.13066258860870575 2021-12-08 18:01:50 | INFO : Mean Miss Error: 0.08534417642571077 2021-12-08 18:01:50 | INFO : Mean False Alarm Error: 0.30395022152894025 2021-12-08 18:01:50 | INFO : Mean Total Error: 0.5199569865633569 2021-12-08 18:01:50 | INFO : Mean Chroma Precision: 0.6728887755364434 2021-12-08 18:01:50 | INFO : Mean Chroma Recall: 0.8056397928424396 2021-12-08 18:01:50 | INFO : Mean Chroma Accuracy: 0.5794881214821509 2021-12-08 18:01:50 | INFO : Mean Chroma Substitution Error: 0.10901603073184976 2021-12-08 18:01:50 | INFO : Mean Chroma Miss Error: 0.08534417642571077 2021-12-08 18:01:50 | INFO : Mean Chroma False Alarm Error: 0.30395022152894025 2021-12-08 18:01:50 | INFO : Mean Chroma Total Error: 0.49831042868650083 2021-12-08 18:01:50 | INFO : 2021-12-08 18:01:50 | INFO : Framewise precision: 0.6846498726203406 2021-12-08 18:01:50 | INFO : Framewise recall: 0.7856075594180321 2021-12-08 18:01:50 | INFO : Framewise f_measure: 0.7279779868479345 2021-12-08 18:01:50 | INFO : Framewise cosine_sim: 0.7448615915415058 2021-12-08 18:01:50 | INFO : Framewise binary_crossentropy: 0.08057698649371534 2021-12-08 18:01:50 | INFO : Framewise euclidean_distance: 0.9597062356973065 2021-12-08 18:01:50 | INFO : Framewise binary_accuracy: 0.9782079312580264 2021-12-08 18:01:50 | INFO : Framewise soft_accuracy: 0.9636761891840363 2021-12-08 18:01:50 | INFO : Framewise accum_energy: 0.5739089744120588 2021-12-08 18:01:50 | INFO : Framewise roc_auc_measure: 0.9846681379984165 2021-12-08 18:01:50 | INFO : Framewise average_precision_score: 0.7621310205750381 2021-12-08 18:01:50 | INFO : Framewise Precision: 0.6846498726203406 2021-12-08 18:01:50 | INFO : Framewise Recall: 0.7856075594180321 2021-12-08 18:01:50 | INFO : Framewise Accuracy: 0.5768497400309629 2021-12-08 18:01:50 | INFO : Framewise Substitution Error: 0.122106745571626 2021-12-08 18:01:50 | INFO : Framewise Miss Error: 0.09228569501034227 2021-12-08 18:01:50 | INFO : Framewise False Alarm Error: 0.2616232029527486 2021-12-08 18:01:50 | INFO : Framewise Total Error: 0.4760156435347168 2021-12-08 18:01:50 | INFO : Framewise Chroma Precision: 0.7041757642199189 2021-12-08 18:01:50 | INFO : Framewise Chroma Recall: 0.8080987374785707 2021-12-08 18:01:50 | INFO : Framewise Chroma Accuracy: 0.602863689392051 2021-12-08 18:01:50 | INFO : Framewise Chroma Substitution Error: 0.09961556751108723 2021-12-08 18:01:50 | INFO : Framewise Chroma Miss Error: 0.09228569501034227 2021-12-08 18:01:50 | INFO : Framewise Chroma False Alarm Error: 0.2616232029527486 2021-12-08 18:01:50 | INFO : Framewise Chroma Total Error: 0.45352446547417796 2021-12-08 18:02:17 | INFO : file Schubert_D911-20_SC06.npy tested. Av. Prec: 0.9308089762648553 2021-12-08 18:02:46 | INFO : file Schubert_D911-21_SC06.npy tested. Av. Prec: 0.8959300711696203 2021-12-08 18:03:13 | INFO : file Schubert_D911-21_HU33.npy tested. Av. Prec: 0.9018784288926244 2021-12-08 18:03:24 | INFO : file Schubert_D911-18_HU33.npy tested. Av. Prec: 0.8056363220807256 2021-12-08 18:03:38 | INFO : file Schubert_D911-22_HU33.npy tested. Av. Prec: 0.8106613724658502 2021-12-08 18:04:01 | INFO : file Schubert_D911-23_HU33.npy tested. Av. Prec: 0.7731563816548432 2021-12-08 18:04:29 | INFO : file Schubert_D911-20_HU33.npy tested. Av. Prec: 0.8863528527807125 2021-12-08 18:04:41 | INFO : file Schubert_D911-18_SC06.npy tested. Av. Prec: 0.835319364842261 2021-12-08 18:04:54 | INFO : file Schubert_D911-22_SC06.npy tested. Av. Prec: 0.9023024973934692 2021-12-08 18:05:16 | INFO : file Schubert_D911-24_HU33.npy tested. Av. Prec: 0.8527950443651402 2021-12-08 18:05:29 | INFO : file Schubert_D911-19_SC06.npy tested. Av. Prec: 0.8153640331586762 2021-12-08 18:05:52 | INFO : file Schubert_D911-23_SC06.npy tested. Av. Prec: 0.8991008282771612 2021-12-08 18:06:16 | INFO : file Schubert_D911-24_SC06.npy tested. Av. Prec: 0.8732284414440891 2021-12-08 18:06:42 | INFO : file Schubert_D911-17_HU33.npy tested. Av. Prec: 0.7613529774814527 2021-12-08 18:07:06 | INFO : file Schubert_D911-17_SC06.npy tested. Av. Prec: 0.771439882294024 2021-12-08 18:07:19 | INFO : file Schubert_D911-19_HU33.npy tested. Av. Prec: 0.6170768135444719 2021-12-08 18:07:19 | INFO : ### Dataset Schubert_Winterreise tested. Individual results: ################################ 2021-12-08 18:07:19 | INFO : Mean precision: 0.7492360861836314 2021-12-08 18:07:19 | INFO : Mean recall: 0.8266458430860033 2021-12-08 18:07:19 | INFO : Mean f_measure: 0.7838824109232688 2021-12-08 18:07:19 | INFO : Mean cosine_sim: 0.80685014478563 2021-12-08 18:07:19 | INFO : Mean binary_crossentropy: 0.08529779186681423 2021-12-08 18:07:19 | INFO : Mean euclidean_distance: 1.0019610369342793 2021-12-08 18:07:19 | INFO : Mean binary_accuracy: 0.9762959402224 2021-12-08 18:07:19 | INFO : Mean soft_accuracy: 0.9648150438684273 2021-12-08 18:07:19 | INFO : Mean accum_energy: 0.6636282828051815 2021-12-08 18:07:19 | INFO : Mean roc_auc_measure: 0.9864435619086968 2021-12-08 18:07:19 | INFO : Mean average_precision_score: 0.8332752680068735 2021-12-08 18:07:19 | INFO : Mean Precision: 0.7492360861836314 2021-12-08 18:07:19 | INFO : Mean Recall: 0.8266458430860033 2021-12-08 18:07:19 | INFO : Mean Accuracy: 0.6480546098398366 2021-12-08 18:07:19 | INFO : Mean Substitution Error: 0.08384110300089852 2021-12-08 18:07:19 | INFO : Mean Miss Error: 0.08951305391309801 2021-12-08 18:07:19 | INFO : Mean False Alarm Error: 0.20228713718228475 2021-12-08 18:07:19 | INFO : Mean Total Error: 0.37564129409628133 2021-12-08 18:07:19 | INFO : Mean Chroma Precision: 0.7722463558942605 2021-12-08 18:07:19 | INFO : Mean Chroma Recall: 0.8525796338520123 2021-12-08 18:07:19 | INFO : Mean Chroma Accuracy: 0.6804398412707086 2021-12-08 18:07:19 | INFO : Mean Chroma Substitution Error: 0.05790731223488984 2021-12-08 18:07:19 | INFO : Mean Chroma Miss Error: 0.08951305391309801 2021-12-08 18:07:19 | INFO : Mean Chroma False Alarm Error: 0.20228713718228475 2021-12-08 18:07:19 | INFO : Mean Chroma Total Error: 0.3497075033302727 2021-12-08 18:07:19 | INFO : 2021-12-08 18:07:19 | INFO : Framewise precision: 0.758249173311702 2021-12-08 18:07:19 | INFO : Framewise recall: 0.8445835336507961 2021-12-08 18:07:19 | INFO : Framewise f_measure: 0.7970367644075154 2021-12-08 18:07:19 | INFO : Framewise cosine_sim: 0.8179157518151305 2021-12-08 18:07:19 | INFO : Framewise binary_crossentropy: 0.07999319436501587 2021-12-08 18:07:19 | INFO : Framewise euclidean_distance: 0.9665880512011563 2021-12-08 18:07:19 | INFO : Framewise binary_accuracy: 0.9776161789300706 2021-12-08 18:07:19 | INFO : Framewise soft_accuracy: 0.967173744742361 2021-12-08 18:07:19 | INFO : Framewise accum_energy: 0.6902160310249543 2021-12-08 18:07:19 | INFO : Framewise roc_auc_measure: 0.9885040989409934 2021-12-08 18:07:19 | INFO : Framewise average_precision_score: 0.8484406795768158 2021-12-08 18:07:19 | INFO : Framewise Precision: 0.758249173311702 2021-12-08 18:07:19 | INFO : Framewise Recall: 0.8445835336507961 2021-12-08 18:07:19 | INFO : Framewise Accuracy: 0.6657589841620484 2021-12-08 18:07:19 | INFO : Framewise Substitution Error: 0.07479397636901013 2021-12-08 18:07:19 | INFO : Framewise Miss Error: 0.0806224899801936 2021-12-08 18:07:19 | INFO : Framewise False Alarm Error: 0.20407575943276227 2021-12-08 18:07:19 | INFO : Framewise Total Error: 0.35949222578196594 2021-12-08 18:07:19 | INFO : Framewise Chroma Precision: 0.7781096591824467 2021-12-08 18:07:19 | INFO : Framewise Chroma Recall: 0.8671632939407443 2021-12-08 18:07:19 | INFO : Framewise Chroma Accuracy: 0.6945581753596566 2021-12-08 18:07:19 | INFO : Framewise Chroma Substitution Error: 0.05221421607906213 2021-12-08 18:07:19 | INFO : Framewise Chroma Miss Error: 0.0806224899801936 2021-12-08 18:07:19 | INFO : Framewise Chroma False Alarm Error: 0.20407575943276227 2021-12-08 18:07:19 | INFO : Framewise Chroma Total Error: 0.336912465492018 2021-12-08 18:07:28 | INFO : file 09-Jesus.npy tested. Av. Prec: 0.9746866300168902 2021-12-08 18:07:37 | INFO : file 07-HerrGott.npy tested. Av. Prec: 0.9763330141567568 2021-12-08 18:07:49 | INFO : file 10-NunBitten.npy tested. Av. Prec: 0.9819074498744599 2021-12-08 18:08:01 | INFO : file 08-FuerDeinenThron.npy tested. Av. Prec: 0.985154858159217 2021-12-08 18:08:01 | INFO : ### Dataset Bach10 tested. Individual results: ################################ 2021-12-08 18:08:01 | INFO : Mean precision: 0.8662658382859166 2021-12-08 18:08:01 | INFO : Mean recall: 0.9720095231215903 2021-12-08 18:08:01 | INFO : Mean f_measure: 0.916047536670092 2021-12-08 18:08:01 | INFO : Mean cosine_sim: 0.873576838651597 2021-12-08 18:08:01 | INFO : Mean binary_crossentropy: 0.03086264654621712 2021-12-08 18:08:01 | INFO : Mean euclidean_distance: 0.5114078880107721 2021-12-08 18:08:01 | INFO : Mean binary_accuracy: 0.9915533406208016 2021-12-08 18:08:01 | INFO : Mean soft_accuracy: 0.9850946694191045 2021-12-08 18:08:01 | INFO : Mean accum_energy: 0.8064685446866235 2021-12-08 18:08:01 | INFO : Mean roc_auc_measure: 0.9989673784930946 2021-12-08 18:08:01 | INFO : Mean average_precision_score: 0.979520488051831 2021-12-08 18:08:01 | INFO : Mean Precision: 0.8662658382859166 2021-12-08 18:08:01 | INFO : Mean Recall: 0.9720095231215903 2021-12-08 18:08:01 | INFO : Mean Accuracy: 0.8451533416166906 2021-12-08 18:08:01 | INFO : Mean Substitution Error: 0.015341371515398283 2021-12-08 18:08:01 | INFO : Mean Miss Error: 0.012649105363011537 2021-12-08 18:08:01 | INFO : Mean False Alarm Error: 0.13481872420905774 2021-12-08 18:08:01 | INFO : Mean Total Error: 0.16280920108746755 2021-12-08 18:08:01 | INFO : Mean Chroma Precision: 0.8674818154020325 2021-12-08 18:08:01 | INFO : Mean Chroma Recall: 0.9733661719237702 2021-12-08 18:08:01 | INFO : Mean Chroma Accuracy: 0.847349585831498 2021-12-08 18:08:01 | INFO : Mean Chroma Substitution Error: 0.013984722713218305 2021-12-08 18:08:01 | INFO : Mean Chroma Miss Error: 0.012649105363011537 2021-12-08 18:08:01 | INFO : Mean Chroma False Alarm Error: 0.13481872420905774 2021-12-08 18:08:01 | INFO : Mean Chroma Total Error: 0.1614525522852876 2021-12-08 18:08:01 | INFO : 2021-12-08 18:08:01 | INFO : Framewise precision: 0.8666672321710397 2021-12-08 18:08:01 | INFO : Framewise recall: 0.9725381882306996 2021-12-08 18:08:01 | INFO : Framewise f_measure: 0.9165068904470204 2021-12-08 18:08:01 | INFO : Framewise cosine_sim: 0.8738368515621828 2021-12-08 18:08:01 | INFO : Framewise binary_crossentropy: 0.030774157055001403 2021-12-08 18:08:01 | INFO : Framewise euclidean_distance: 0.510010341301388 2021-12-08 18:08:01 | INFO : Framewise binary_accuracy: 0.9916024630829393 2021-12-08 18:08:01 | INFO : Framewise soft_accuracy: 0.9851131907714956 2021-12-08 18:08:01 | INFO : Framewise accum_energy: 0.807055106068002 2021-12-08 18:08:01 | INFO : Framewise roc_auc_measure: 0.9989835587384476 2021-12-08 18:08:01 | INFO : Framewise average_precision_score: 0.9797528391639028 2021-12-08 18:08:01 | INFO : Framewise Precision: 0.8666672321710397 2021-12-08 18:08:01 | INFO : Framewise Recall: 0.9725381882306996 2021-12-08 18:08:01 | INFO : Framewise Accuracy: 0.8459327961230285 2021-12-08 18:08:01 | INFO : Framewise Substitution Error: 0.015178519339292398 2021-12-08 18:08:01 | INFO : Framewise Miss Error: 0.012283292430008013 2021-12-08 18:08:01 | INFO : Framewise False Alarm Error: 0.13454651984418897 2021-12-08 18:08:01 | INFO : Framewise Total Error: 0.16200833161348938 2021-12-08 18:08:01 | INFO : Framewise Chroma Precision: 0.867908629114348 2021-12-08 18:08:01 | INFO : Framewise Chroma Recall: 0.9739233020018981 2021-12-08 18:08:01 | INFO : Framewise Chroma Accuracy: 0.8481760603973032 2021-12-08 18:08:01 | INFO : Framewise Chroma Substitution Error: 0.013793405568093695 2021-12-08 18:08:01 | INFO : Framewise Chroma Miss Error: 0.012283292430008013 2021-12-08 18:08:01 | INFO : Framewise Chroma False Alarm Error: 0.13454651984418897 2021-12-08 18:08:01 | INFO : Framewise Chroma Total Error: 0.1606232178422907 2021-12-08 18:08:19 | INFO : file bruckner.npy tested. Av. Prec: 0.836806174454833 2021-12-08 18:08:47 | INFO : file mozart.npy tested. Av. Prec: 0.8885231276489888 2021-12-08 18:08:47 | INFO : ### Dataset PHENICX-Anechoic tested. Individual results: ################################ 2021-12-08 18:08:47 | INFO : Mean precision: 0.8308308155912516 2021-12-08 18:08:47 | INFO : Mean recall: 0.8104176719927046 2021-12-08 18:08:47 | INFO : Mean f_measure: 0.8190249710021967 2021-12-08 18:08:47 | INFO : Mean cosine_sim: 0.8382813481055658 2021-12-08 18:08:47 | INFO : Mean binary_crossentropy: 0.11691246266458116 2021-12-08 18:08:47 | INFO : Mean euclidean_distance: 1.1908766577277075 2021-12-08 18:08:47 | INFO : Mean binary_accuracy: 0.9711642117617215 2021-12-08 18:08:47 | INFO : Mean soft_accuracy: 0.9486456899534783 2021-12-08 18:08:47 | INFO : Mean accum_energy: 0.6442276989165154 2021-12-08 18:08:47 | INFO : Mean roc_auc_measure: 0.9863355878559283 2021-12-08 18:08:47 | INFO : Mean average_precision_score: 0.8626646510519109 2021-12-08 18:08:47 | INFO : Mean Precision: 0.8308308155912516 2021-12-08 18:08:47 | INFO : Mean Recall: 0.8104176719927046 2021-12-08 18:08:47 | INFO : Mean Accuracy: 0.6936993004414704 2021-12-08 18:08:47 | INFO : Mean Substitution Error: 0.07539213396090122 2021-12-08 18:08:47 | INFO : Mean Miss Error: 0.11419019404639413 2021-12-08 18:08:47 | INFO : Mean False Alarm Error: 0.09193089381026426 2021-12-08 18:08:47 | INFO : Mean Total Error: 0.28151322181755956 2021-12-08 18:08:47 | INFO : Mean Chroma Precision: 0.8491397743117886 2021-12-08 18:08:47 | INFO : Mean Chroma Recall: 0.8281901409852657 2021-12-08 18:08:47 | INFO : Mean Chroma Accuracy: 0.7199028311380087 2021-12-08 18:08:47 | INFO : Mean Chroma Substitution Error: 0.0576196649683402 2021-12-08 18:08:47 | INFO : Mean Chroma Miss Error: 0.11419019404639413 2021-12-08 18:08:47 | INFO : Mean Chroma False Alarm Error: 0.09193089381026426 2021-12-08 18:08:47 | INFO : Mean Chroma Total Error: 0.26374075282499854 2021-12-08 18:08:47 | INFO : 2021-12-08 18:08:47 | INFO : Framewise precision: 0.8204837930856851 2021-12-08 18:08:47 | INFO : Framewise recall: 0.8309344787230751 2021-12-08 18:08:47 | INFO : Framewise f_measure: 0.8245036438505885 2021-12-08 18:08:47 | INFO : Framewise cosine_sim: 0.8399527050595537 2021-12-08 18:08:47 | INFO : Framewise binary_crossentropy: 0.10139281332974881 2021-12-08 18:08:47 | INFO : Framewise euclidean_distance: 1.1009119599211548 2021-12-08 18:08:47 | INFO : Framewise binary_accuracy: 0.9747043606799705 2021-12-08 18:08:47 | INFO : Framewise soft_accuracy: 0.9543912714385002 2021-12-08 18:08:47 | INFO : Framewise accum_energy: 0.6605599808882265 2021-12-08 18:08:47 | INFO : Framewise roc_auc_measure: 0.9885018475519957 2021-12-08 18:08:47 | INFO : Framewise average_precision_score: 0.8741929829686568 2021-12-08 18:08:47 | INFO : Framewise Precision: 0.8204837930856851 2021-12-08 18:08:47 | INFO : Framewise Recall: 0.8309344787230751 2021-12-08 18:08:47 | INFO : Framewise Accuracy: 0.7015565574899478 2021-12-08 18:08:47 | INFO : Framewise Substitution Error: 0.07084431355748987 2021-12-08 18:08:47 | INFO : Framewise Miss Error: 0.09822120771943496 2021-12-08 18:08:47 | INFO : Framewise False Alarm Error: 0.11283284580260125 2021-12-08 18:08:47 | INFO : Framewise Total Error: 0.28189836707952604 2021-12-08 18:08:47 | INFO : Framewise Chroma Precision: 0.8380976510048986 2021-12-08 18:08:47 | INFO : Framewise Chroma Recall: 0.8487023878594192 2021-12-08 18:08:47 | INFO : Framewise Chroma Accuracy: 0.72750195631121 2021-12-08 18:08:47 | INFO : Framewise Chroma Substitution Error: 0.05307640442114597 2021-12-08 18:08:47 | INFO : Framewise Chroma Miss Error: 0.09822120771943496 2021-12-08 18:08:47 | INFO : Framewise Chroma False Alarm Error: 0.11283284580260125 2021-12-08 18:08:47 | INFO : Framewise Chroma Total Error: 0.2641304579431822 2021-12-08 18:09:12 | INFO : file CSD_Bruckner_LocusIste_nosop.npy tested. Av. Prec: 0.9012227379996037 2021-12-08 18:09:36 | INFO : file CSD_Bruckner_LocusIste_nobas.npy tested. Av. Prec: 0.9509357734399296 2021-12-08 18:10:00 | INFO : file CSD_Bruckner_LocusIste.npy tested. Av. Prec: 0.9177866555088825 2021-12-08 18:10:24 | INFO : file CSD_Bruckner_LocusIste_noten.npy tested. Av. Prec: 0.9131389462093231 2021-12-08 18:10:50 | INFO : file CSD_Bruckner_LocusIste_noalt.npy tested. Av. Prec: 0.8753852865541468 2021-12-08 18:10:50 | INFO : ### Dataset ChoralSingingDataset tested. Individual results: ################################ 2021-12-08 18:10:50 | INFO : Mean precision: 0.8595080855619177 2021-12-08 18:10:50 | INFO : Mean recall: 0.81386407295439 2021-12-08 18:10:50 | INFO : Mean f_measure: 0.8357190014360188 2021-12-08 18:10:50 | INFO : Mean cosine_sim: 0.8146048499900298 2021-12-08 18:10:50 | INFO : Mean binary_crossentropy: 0.04382123025933057 2021-12-08 18:10:50 | INFO : Mean euclidean_distance: 0.6500124565882061 2021-12-08 18:10:50 | INFO : Mean binary_accuracy: 0.9895904193226734 2021-12-08 18:10:50 | INFO : Mean soft_accuracy: 0.9800445369476932 2021-12-08 18:10:50 | INFO : Mean accum_energy: 0.5681230235976006 2021-12-08 18:10:50 | INFO : Mean roc_auc_measure: 0.9944310383242672 2021-12-08 18:10:50 | INFO : Mean average_precision_score: 0.9116938799423773 2021-12-08 18:10:50 | INFO : Mean Precision: 0.8595080855619177 2021-12-08 18:10:50 | INFO : Mean Recall: 0.81386407295439 2021-12-08 18:10:50 | INFO : Mean Accuracy: 0.7189175807250999 2021-12-08 18:10:50 | INFO : Mean Substitution Error: 0.05831221491487718 2021-12-08 18:10:50 | INFO : Mean Miss Error: 0.12782371213073282 2021-12-08 18:10:50 | INFO : Mean False Alarm Error: 0.07579162890674358 2021-12-08 18:10:50 | INFO : Mean Total Error: 0.2619275559523536 2021-12-08 18:10:50 | INFO : Mean Chroma Precision: 0.8619387518506763 2021-12-08 18:10:50 | INFO : Mean Chroma Recall: 0.8161591539665715 2021-12-08 18:10:50 | INFO : Mean Chroma Accuracy: 0.7223517916300336 2021-12-08 18:10:50 | INFO : Mean Chroma Substitution Error: 0.05601713390269568 2021-12-08 18:10:50 | INFO : Mean Chroma Miss Error: 0.12782371213073282 2021-12-08 18:10:50 | INFO : Mean Chroma False Alarm Error: 0.07579162890674358 2021-12-08 18:10:50 | INFO : Mean Chroma Total Error: 0.25963247494017205 2021-12-08 18:10:50 | INFO : 2021-12-08 18:10:50 | INFO : Framewise precision: 0.8595627613648086 2021-12-08 18:10:50 | INFO : Framewise recall: 0.8139206999963595 2021-12-08 18:10:50 | INFO : Framewise f_measure: 0.8357743178580913 2021-12-08 18:10:50 | INFO : Framewise cosine_sim: 0.8146200045655926 2021-12-08 18:10:50 | INFO : Framewise binary_crossentropy: 0.04381487084893468 2021-12-08 18:10:50 | INFO : Framewise euclidean_distance: 0.6499327024499588 2021-12-08 18:10:50 | INFO : Framewise binary_accuracy: 0.9895931114399206 2021-12-08 18:10:50 | INFO : Framewise soft_accuracy: 0.980047242971235 2021-12-08 18:10:50 | INFO : Framewise accum_energy: 0.5681370058884719 2021-12-08 18:10:50 | INFO : Framewise roc_auc_measure: 0.9944322444815529 2021-12-08 18:10:50 | INFO : Framewise average_precision_score: 0.9117398050879447 2021-12-08 18:10:50 | INFO : Framewise Precision: 0.8595627613648086 2021-12-08 18:10:50 | INFO : Framewise Recall: 0.8139206999963595 2021-12-08 18:10:50 | INFO : Framewise Accuracy: 0.7189976564080264 2021-12-08 18:10:50 | INFO : Framewise Substitution Error: 0.058279859614693424 2021-12-08 18:10:50 | INFO : Framewise Miss Error: 0.1277994403889469 2021-12-08 18:10:50 | INFO : Framewise False Alarm Error: 0.0757746614531153 2021-12-08 18:10:50 | INFO : Framewise Total Error: 0.2618539614567556 2021-12-08 18:10:50 | INFO : Framewise Chroma Precision: 0.8619926831737131 2021-12-08 18:10:50 | INFO : Framewise Chroma Recall: 0.8162150857928467 2021-12-08 18:10:50 | INFO : Framewise Chroma Accuracy: 0.7224311206168204 2021-12-08 18:10:50 | INFO : Framewise Chroma Substitution Error: 0.05598547381820636 2021-12-08 18:10:50 | INFO : Framewise Chroma Miss Error: 0.1277994403889469 2021-12-08 18:10:50 | INFO : Framewise Chroma False Alarm Error: 0.0757746614531153 2021-12-08 18:10:50 | INFO : Framewise Chroma Total Error: 0.25955957566026855 2021-12-08 18:11:01 | INFO : file brahms.npy tested. Av. Prec: 0.8761963993994338 2021-12-08 18:11:12 | INFO : file schubert.npy tested. Av. Prec: 0.9231235102328236 2021-12-08 18:11:22 | INFO : file mozart.npy tested. Av. Prec: 0.9491178891657526 2021-12-08 18:11:31 | INFO : file lussier.npy tested. Av. Prec: 0.8705207756471827 2021-12-08 18:11:43 | INFO : file take_five.npy tested. Av. Prec: 0.818174307153509 2021-12-08 18:11:43 | INFO : ### Dataset TRIOS tested. Individual results: ################################ 2021-12-08 18:11:43 | INFO : Mean precision: 0.8685622674886357 2021-12-08 18:11:43 | INFO : Mean recall: 0.735883073220125 2021-12-08 18:11:43 | INFO : Mean f_measure: 0.794583998943126 2021-12-08 18:11:43 | INFO : Mean cosine_sim: 0.8113567320357051 2021-12-08 18:11:43 | INFO : Mean binary_crossentropy: 0.08963314033946658 2021-12-08 18:11:43 | INFO : Mean euclidean_distance: 1.0221356910700703 2021-12-08 18:11:43 | INFO : Mean binary_accuracy: 0.977046626621949 2021-12-08 18:11:43 | INFO : Mean soft_accuracy: 0.9623203206778739 2021-12-08 18:11:43 | INFO : Mean accum_energy: 0.5749715920895995 2021-12-08 18:11:43 | INFO : Mean roc_auc_measure: 0.989326279697331 2021-12-08 18:11:43 | INFO : Mean average_precision_score: 0.8874265763197403 2021-12-08 18:11:43 | INFO : Mean Precision: 0.8685622674886357 2021-12-08 18:11:43 | INFO : Mean Recall: 0.735883073220125 2021-12-08 18:11:43 | INFO : Mean Accuracy: 0.6620665235881382 2021-12-08 18:11:43 | INFO : Mean Substitution Error: 0.04576582389982265 2021-12-08 18:11:43 | INFO : Mean Miss Error: 0.21835110288005238 2021-12-08 18:11:43 | INFO : Mean False Alarm Error: 0.06767931170656646 2021-12-08 18:11:43 | INFO : Mean Total Error: 0.3317962384864416 2021-12-08 18:11:43 | INFO : Mean Chroma Precision: 0.8841588663417861 2021-12-08 18:11:43 | INFO : Mean Chroma Recall: 0.7484160206266485 2021-12-08 18:11:43 | INFO : Mean Chroma Accuracy: 0.6807601815731765 2021-12-08 18:11:43 | INFO : Mean Chroma Substitution Error: 0.03323287649329913 2021-12-08 18:11:43 | INFO : Mean Chroma Miss Error: 0.21835110288005238 2021-12-08 18:11:43 | INFO : Mean Chroma False Alarm Error: 0.06767931170656646 2021-12-08 18:11:43 | INFO : Mean Chroma Total Error: 0.319263291079918 2021-12-08 18:11:43 | INFO : 2021-12-08 18:11:43 | INFO : Framewise precision: 0.8669007755382546 2021-12-08 18:11:43 | INFO : Framewise recall: 0.7397385178065536 2021-12-08 18:11:43 | INFO : Framewise f_measure: 0.7962454595837304 2021-12-08 18:11:43 | INFO : Framewise cosine_sim: 0.8133858986087308 2021-12-08 18:11:43 | INFO : Framewise binary_crossentropy: 0.08743427085930369 2021-12-08 18:11:43 | INFO : Framewise euclidean_distance: 1.013379944888265 2021-12-08 18:11:43 | INFO : Framewise binary_accuracy: 0.9773961833812435 2021-12-08 18:11:43 | INFO : Framewise soft_accuracy: 0.9631286021388656 2021-12-08 18:11:43 | INFO : Framewise accum_energy: 0.5803289782098937 2021-12-08 18:11:43 | INFO : Framewise roc_auc_measure: 0.9899647601709473 2021-12-08 18:11:43 | INFO : Framewise average_precision_score: 0.8882767169530574 2021-12-08 18:11:43 | INFO : Framewise Precision: 0.8669007755382546 2021-12-08 18:11:43 | INFO : Framewise Recall: 0.7397385178065536 2021-12-08 18:11:43 | INFO : Framewise Accuracy: 0.6641911478667494 2021-12-08 18:11:43 | INFO : Framewise Substitution Error: 0.04303863038920077 2021-12-08 18:11:43 | INFO : Framewise Miss Error: 0.2172228518042455 2021-12-08 18:11:43 | INFO : Framewise False Alarm Error: 0.0729898698039105 2021-12-08 18:11:43 | INFO : Framewise Total Error: 0.3332513519973568 2021-12-08 18:11:43 | INFO : Framewise Chroma Precision: 0.8809508996700512 2021-12-08 18:11:43 | INFO : Framewise Chroma Recall: 0.751174550600027 2021-12-08 18:11:43 | INFO : Framewise Chroma Accuracy: 0.6811990408772763 2021-12-08 18:11:43 | INFO : Framewise Chroma Substitution Error: 0.03160259759572742 2021-12-08 18:11:43 | INFO : Framewise Chroma Miss Error: 0.2172228518042455 2021-12-08 18:11:43 | INFO : Framewise Chroma False Alarm Error: 0.0729898698039105 2021-12-08 18:11:43 | INFO : Framewise Chroma Total Error: 0.32181531920388345 2021-12-08 18:11:43 | INFO : 2021-12-08 18:11:43 | INFO : 2021-12-08 18:11:43 | INFO : ### Testing done. ################################################ 2021-12-08 18:11:43 | INFO : 2021-12-08 18:11:43 | INFO : # Results for complete test set ######################### 2021-12-08 18:11:43 | INFO : Mean precision: 0.7691977225705804 2021-12-08 18:11:43 | INFO : Mean recall: 0.8172351191994343 2021-12-08 18:11:43 | INFO : Mean f_measure: 0.7881017259038818 2021-12-08 18:11:43 | INFO : Mean cosine_sim: 0.7975532894755072 2021-12-08 18:11:43 | INFO : Mean binary_crossentropy: 0.0742414869675787 2021-12-08 18:11:43 | INFO : Mean euclidean_distance: 0.9024661322128409 2021-12-08 18:11:43 | INFO : Mean binary_accuracy: 0.9799834675099299 2021-12-08 18:11:43 | INFO : Mean soft_accuracy: 0.967907535286559 2021-12-08 18:11:43 | INFO : Mean accum_energy: 0.6295609002317113 2021-12-08 18:11:43 | INFO : Mean roc_auc_measure: 0.9887560278391121 2021-12-08 18:11:43 | INFO : Mean average_precision_score: 0.8423523564020472 2021-12-08 18:11:43 | INFO : Mean Precision: 0.7691977225705804 2021-12-08 18:11:43 | INFO : Mean Recall: 0.8172351191994343 2021-12-08 18:11:43 | INFO : Mean Accuracy: 0.6572503249363721 2021-12-08 18:11:43 | INFO : Mean Substitution Error: 0.08049103528948402 2021-12-08 18:11:43 | INFO : Mean Miss Error: 0.1022738455110818 2021-12-08 18:11:43 | INFO : Mean False Alarm Error: 0.1837282808983159 2021-12-08 18:11:43 | INFO : Mean Total Error: 0.3664931616988817 2021-12-08 18:11:43 | INFO : Mean Chroma Precision: 0.7853220083539673 2021-12-08 18:11:43 | INFO : Mean Chroma Recall: 0.8350093550640071 2021-12-08 18:11:43 | INFO : Mean Chroma Accuracy: 0.679206727304069 2021-12-08 18:11:43 | INFO : Mean Chroma Substitution Error: 0.06271679942491101 2021-12-08 18:11:43 | INFO : Mean Chroma Miss Error: 0.1022738455110818 2021-12-08 18:11:43 | INFO : Mean Chroma False Alarm Error: 0.1837282808983159 2021-12-08 18:11:43 | INFO : Mean Chroma Total Error: 0.34871892583430886 2021-12-08 18:11:43 | INFO : 2021-12-08 18:11:43 | INFO : Framewise precision: 0.7608167758768863 2021-12-08 18:11:43 | INFO : Framewise recall: 0.8198122551476532 2021-12-08 18:11:43 | INFO : Framewise f_measure: 0.785730009074758 2021-12-08 18:11:43 | INFO : Framewise cosine_sim: 0.7966777892157406 2021-12-08 18:11:43 | INFO : Framewise binary_crossentropy: 0.07454635819555594 2021-12-08 18:11:43 | INFO : Framewise euclidean_distance: 0.9111937370487112 2021-12-08 18:11:43 | INFO : Framewise binary_accuracy: 0.9799064600911676 2021-12-08 18:11:43 | INFO : Framewise soft_accuracy: 0.9677704753670681 2021-12-08 18:11:43 | INFO : Framewise accum_energy: 0.6312625160519196 2021-12-08 18:11:43 | INFO : Framewise roc_auc_measure: 0.9885452834221841 2021-12-08 18:11:43 | INFO : Framewise average_precision_score: 0.8371942032776672 2021-12-08 18:11:43 | INFO : Framewise Precision: 0.7608167758768863 2021-12-08 18:11:43 | INFO : Framewise Recall: 0.8198122551476532 2021-12-08 18:11:43 | INFO : Framewise Accuracy: 0.6523427909114711 2021-12-08 18:11:43 | INFO : Framewise Substitution Error: 0.08441805593887082 2021-12-08 18:11:43 | INFO : Framewise Miss Error: 0.09576968891347648 2021-12-08 18:11:43 | INFO : Framewise False Alarm Error: 0.19067862484692383 2021-12-08 18:11:43 | INFO : Framewise Total Error: 0.3708663696992711 2021-12-08 18:11:43 | INFO : Framewise Chroma Precision: 0.7770101610480709 2021-12-08 18:11:43 | INFO : Framewise Chroma Recall: 0.8379732055502906 2021-12-08 18:11:43 | INFO : Framewise Chroma Accuracy: 0.6750101103257086 2021-12-08 18:11:43 | INFO : Framewise Chroma Substitution Error: 0.0662571055362331 2021-12-08 18:11:43 | INFO : Framewise Chroma Miss Error: 0.09576968891347648 2021-12-08 18:11:43 | INFO : Framewise Chroma False Alarm Error: 0.19067862484692383 2021-12-08 18:11:43 | INFO : Framewise Chroma Total Error: 0.3527054192966333