2021-12-13 09:22:39 | INFO : Logging experiment exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs_rerun2
2021-12-13 09:22:39 | INFO : Experiment config: do training = True
2021-12-13 09:22:39 | INFO : Experiment config: do validation = True
2021-12-13 09:22:39 | INFO : Experiment config: do testing = True
2021-12-13 09:22:39 | INFO : Training set parameters: {'context': 75, 'stride': 35, 'compression': 10, 'aug:transpsemitones': 5, 'aug:randomeq': 20, 'aug:noisestd': 0.0001, 'aug:tuning': True}
2021-12-13 09:22:39 | INFO : Validation set parameters: {'context': 75, 'stride': 35, 'compression': 10}
2021-12-13 09:22:39 | INFO : Test set parameters: {'context': 75, 'stride': 1, 'compression': 10}
2021-12-13 09:22:39 | INFO : Training parameters: {'batch_size': 25, 'shuffle': True, 'num_workers': 16}
2021-12-13 09:22:39 | INFO : Trained model saved in /tsi/clusterhome/cweiss/models/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs_rerun2.pt
2021-12-13 09:22:39 | INFO : --- Training config: -----------------------------------------
2021-12-13 09:22:39 | INFO : Maximum number of epochs: 100
2021-12-13 09:22:39 | INFO : Criterion (Loss): BCELoss
2021-12-13 09:22:39 | INFO : Optimizer parameters: {'name': 'AdamW', 'initial_lr': 0.001, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.01, 'amsgrad': False}
2021-12-13 09:22:39 | 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}
2021-12-13 09:22:39 | INFO : Early stopping parameters: {'use_early_stopping': True, 'mode': 'min', 'min_delta': 1e-05, 'patience': 12, 'percentage': False}
2021-12-13 09:22:39 | INFO : Test parameters: {'batch_size': 50, 'shuffle': False, 'num_workers': 8}
2021-12-13 09:22:39 | INFO : Save filewise results = True, in folder /tsi/clusterhome/cweiss/code/deep_pitch_estimation/experiments/results_filewise/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs_rerun2.csv
2021-12-13 09:22:39 | INFO : Save model predictions = True, in folder /tsi/clusterhome/cweiss/predictions/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs_rerun2
2021-12-13 09:22:39 | INFO : CUDA use_cuda: True
2021-12-13 09:22:39 | INFO : CUDA device: cuda:0
2021-12-13 09:22:47 | INFO : --- Model config: --------------------------------------------
2021-12-13 09:22:47 | INFO : Model: basic_cnn_segm_sigmoid
2021-12-13 09:22:47 | INFO : Model parameters: {'n_chan_input': 6, 'n_chan_layers': [250, 150, 100, 100], 'n_ch_out': 2, 'n_bins_in': 216, 'n_bins_out': 72, 'a_lrelu': 0.3, 'p_dropout': 0.2}
2021-12-13 09:22:47 | INFO :
==========================================================================================
Layer (type:depth-idx) Output Shape Param #
==========================================================================================
├─LayerNorm: 1-1 [1, 174, 6, 216] 2,592
├─Sequential: 1-2 [1, 250, 174, 216] --
| └─Conv2d: 2-1 [1, 250, 174, 216] 337,750
| └─LeakyReLU: 2-2 [1, 250, 174, 216] --
| └─MaxPool2d: 2-3 [1, 250, 174, 216] --
| └─Dropout: 2-4 [1, 250, 174, 216] --
├─Sequential: 1-3 [1, 150, 174, 72] --
| └─Conv2d: 2-5 [1, 150, 174, 72] 337,650
| └─LeakyReLU: 2-6 [1, 150, 174, 72] --
| └─MaxPool2d: 2-7 [1, 150, 174, 72] --
| └─Dropout: 2-8 [1, 150, 174, 72] --
├─Sequential: 1-4 [1, 100, 100, 72] --
| └─Conv2d: 2-9 [1, 100, 100, 72] 1,125,100
| └─LeakyReLU: 2-10 [1, 100, 100, 72] --
| └─Dropout: 2-11 [1, 100, 100, 72] --
├─Sequential: 1-5 [1, 1, 100, 72] --
| └─Conv2d: 2-12 [1, 100, 100, 72] 10,100
| └─LeakyReLU: 2-13 [1, 100, 100, 72] --
| └─Dropout: 2-14 [1, 100, 100, 72] --
| └─Conv2d: 2-15 [1, 1, 100, 72] 101
| └─Sigmoid: 2-16 [1, 1, 100, 72] --
==========================================================================================
Total params: 1,813,293
Trainable params: 1,813,293
Non-trainable params: 0
Total mult-adds (G): 25.09
==========================================================================================
Input size (MB): 0.90
Forward/backward pass size (MB): 103.58
Params size (MB): 7.25
Estimated Total Size (MB): 111.74
==========================================================================================
2021-12-13 09:22:49 | INFO : - file 2530_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-13 09:22:51 | INFO : - file 1822_Mozart_K421_StringQuartet.npy added to training set.
2021-12-13 09:22:53 | INFO : - file 1752_Schubert_D845_PianoSonata.npy added to training set.
2021-12-13 09:22:54 | INFO : - file 2297_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-13 09:22:55 | INFO : - file 2240_Bach_BWV862_WTKI.npy added to training set.
2021-12-13 09:22:56 | INFO : - file 2463_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-13 09:22:57 | INFO : - file 2550_Beethoven_OP78_PianoSonata.npy added to training set.
2021-12-13 09:22:58 | INFO : - file 2566_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-13 09:23:01 | INFO : - file 2492_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-13 09:23:02 | INFO : - file 2359_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-13 09:23:04 | INFO : - file 2138_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-13 09:23:06 | INFO : - file 1811_Mozart_K581_ClarinetQuintet.npy added to validation set.
2021-12-13 09:23:08 | INFO : - file 2127_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-13 09:23:12 | INFO : - file 2531_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-13 09:23:14 | INFO : - file 2116_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-13 09:23:15 | INFO : - file 2284_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-13 09:23:16 | INFO : - file 2379_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-13 09:23:17 | INFO : - file 2237_Bach_BWV868_WTKI.npy added to training set.
2021-12-13 09:23:19 | INFO : - file 2313_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-13 09:23:20 | INFO : - file 1755_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-13 09:23:21 | INFO : - file 2405_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-13 09:23:21 | INFO : - file 2307_Bach_BWV863_WTKI.npy added to training set.
2021-12-13 09:23:26 | INFO : - file 2533_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-13 09:23:26 | INFO : - file 2200_Bach_BWV861_WTKI.npy added to training set.
2021-12-13 09:23:28 | INFO : - file 2567_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-13 09:23:29 | INFO : - file 2481_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-13 09:23:31 | INFO : - file 2334_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-13 09:23:32 | INFO : - file 2208_Bach_BWV855_WTKI.npy added to training set.
2021-12-13 09:23:33 | INFO : - file 1766_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-13 09:23:36 | INFO : - file 2169_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-13 09:23:39 | INFO : - file 2148_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-13 09:23:41 | INFO : - file 2501_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-13 09:23:43 | INFO : - file 2614_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-13 09:23:46 | INFO : - file 2557_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-13 09:23:48 | INFO : - file 2373_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-13 09:23:50 | INFO : - file 1733_Schubert_D959_PianoSonata.npy added to validation set.
2021-12-13 09:23:51 | INFO : - file 2079_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-13 09:23:52 | INFO : - file 1835_Mozart_K590_StringQuartet.npy added to training set.
2021-12-13 09:23:54 | INFO : - file 1873_Mozart_K502_PianoTrio.npy added to training set.
2021-12-13 09:23:55 | INFO : - file 2424_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-13 09:23:55 | INFO : - file 2209_Bach_BWV849_WTKI.npy added to training set.
2021-12-13 09:23:57 | INFO : - file 2410_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-13 09:23:58 | INFO : - file 2296_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-13 09:23:59 | INFO : - file 1817_Mozart_K375_Serenadein.npy added to training set.
2021-12-13 09:24:00 | INFO : - file 2472_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-13 09:24:02 | INFO : - file 2383_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-13 09:24:04 | INFO : - file 2462_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-13 09:24:05 | INFO : - file 2575_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-13 09:24:06 | INFO : - file 2320_Beethoven_OP38_Trioin.npy added to training set.
2021-12-13 09:24:06 | INFO : - file 2207_Bach_BWV855_WTKI.npy added to training set.
2021-12-13 09:24:08 | INFO : - file 2476_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-13 09:24:09 | INFO : - file 2371_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-13 09:24:11 | INFO : - file 2147_Brahms_OP36_StringSextet.npy added to training set.
2021-12-13 09:24:12 | INFO : - file 2215_Bach_BWV846_WTKI.npy added to training set.
2021-12-13 09:24:14 | INFO : - file 1777_Schubert_D850_PianoSonata.npy added to training set.
2021-12-13 09:24:16 | INFO : - file 2502_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-13 09:24:17 | INFO : - file 1922_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-13 09:24:19 | INFO : - file 1893_Mozart_K564_PianoTrio.npy added to training set.
2021-12-13 09:24:20 | INFO : - file 2186_Bach_BWV1006_ViolinPartita.npy added to validation set.
2021-12-13 09:24:22 | INFO : - file 2160_Brahms_OP40_HornTrio.npy added to training set.
2021-12-13 09:24:24 | INFO : - file 2509_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-13 09:24:26 | INFO : - file 2505_Beethoven_OP103_Octetin.npy added to training set.
2021-12-13 09:24:26 | INFO : - file 2506_Beethoven_OP103_Octetin.npy added to training set.
2021-12-13 09:24:27 | INFO : - file 2628_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-13 09:24:28 | INFO : - file 2218_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-13 09:24:29 | INFO : - file 2529_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-13 09:24:30 | INFO : - file 2374_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-13 09:24:32 | INFO : - file 2392_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-13 09:24:32 | INFO : - file 2231_Bach_BWV866_WTKI.npy added to training set.
2021-12-13 09:24:35 | INFO : - file 1813_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-13 09:24:35 | INFO : - file 2196_Bach_BWV848_WTKI.npy added to training set.
2021-12-13 09:24:37 | INFO : - file 2158_Brahms_OP40_HornTrio.npy added to validation set.
2021-12-13 09:24:39 | INFO : - file 1872_Mozart_K502_PianoTrio.npy added to training set.
2021-12-13 09:24:42 | INFO : - file 2621_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-13 09:24:45 | INFO : - file 2150_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-13 09:24:45 | INFO : - file 2217_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-13 09:24:46 | INFO : - file 2243_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-13 09:24:48 | INFO : - file 2433_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-13 09:24:49 | INFO : - file 2211_Bach_BWV857_WTKI.npy added to training set.
2021-12-13 09:24:51 | INFO : - file 1764_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-13 09:24:53 | INFO : - file 2348_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-13 09:24:54 | INFO : - file 1932_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-13 09:24:55 | INFO : - file 2232_Bach_BWV866_WTKI.npy added to training set.
2021-12-13 09:24:55 | INFO : - file 2203_Bach_BWV1013_Partitain.npy added to training set.
2021-12-13 09:24:58 | INFO : - file 2157_Brahms_OP18_StringSextet.npy added to validation set.
2021-12-13 09:25:00 | INFO : - file 2486_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-13 09:25:02 | INFO : - file 2393_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-13 09:25:02 | INFO : - file 2210_Bach_BWV849_WTKI.npy added to training set.
2021-12-13 09:25:03 | INFO : - file 2659_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-13 09:25:05 | INFO : - file 1729_Schubert_OP114_PianoQuintet.npy added to validation set.
2021-12-13 09:25:07 | INFO : - file 2678_Beethoven_OP14NO2_PianoSonata.npy added to training set.
2021-12-13 09:25:08 | INFO : - file 2221_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-13 09:25:08 | INFO : - file 2411_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-13 09:25:10 | INFO : - file 2343_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-13 09:25:11 | INFO : - file 1818_Mozart_K375_Serenadein.npy added to training set.
2021-12-13 09:25:13 | INFO : - file 1919_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-13 09:25:14 | INFO : - file 2415_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-13 09:25:14 | INFO : - file 2305_Bach_BWV859_WTKI.npy added to training set.
2021-12-13 09:25:16 | INFO : - file 2510_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-13 09:25:18 | INFO : - file 2608_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-13 09:25:20 | INFO : - file 2532_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-13 09:25:23 | INFO : - file 2542_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-13 09:25:24 | INFO : - file 2118_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-13 09:25:26 | INFO : - file 1756_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-13 09:25:28 | INFO : - file 1793_Mozart_K465_StringQuartet.npy added to training set.
2021-12-13 09:25:30 | INFO : - file 1758_Schubert_D958_PianoSonata.npy added to training set.
2021-12-13 09:25:31 | INFO : - file 2404_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-13 09:25:33 | INFO : - file 2491_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-13 09:25:34 | INFO : - file 2282_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-13 09:25:35 | INFO : - file 2304_Bach_BWV859_WTKI.npy added to training set.
2021-12-13 09:25:37 | INFO : - file 2149_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-13 09:25:39 | INFO : - file 2330_Beethoven_OP12NO1_ViolinSonata.npy added to training set.
2021-12-13 09:25:42 | INFO : - file 1916_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-13 09:25:43 | INFO : - file 2212_Bach_BWV857_WTKI.npy added to training set.
2021-12-13 09:25:45 | INFO : - file 2480_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-13 09:25:45 | INFO : - file 2214_Bach_BWV847_WTKI.npy added to training set.
2021-12-13 09:25:46 | INFO : - file 2195_Bach_BWV848_WTKI.npy added to training set.
2021-12-13 09:25:47 | INFO : - file 2477_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-13 09:25:48 | INFO : - file 2295_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-13 09:25:49 | INFO : - file 1768_Schubert_D664_PianoSonata.npy added to training set.
2021-12-13 09:25:50 | INFO : - file 2627_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-13 09:25:52 | INFO : - file 2431_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-13 09:25:53 | INFO : - file 2591_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-13 09:25:55 | INFO : - file 1775_Schubert_D850_PianoSonata.npy added to training set.
2021-12-13 09:25:56 | INFO : - file 2293_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-13 09:25:58 | INFO : - file 1791_Mozart_K465_StringQuartet.npy added to training set.
2021-12-13 09:25:58 | INFO : - file 2194_Bach_BWV858_WTKI.npy added to validation set.
2021-12-13 09:26:02 | INFO : - file 1742_Schubert_OP163_StringQuintet.npy added to training set.
2021-12-13 09:26:05 | INFO : - file 1776_Schubert_D850_PianoSonata.npy added to training set.
2021-12-13 09:26:09 | INFO : - file 2112_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-13 09:26:10 | INFO : - file 2423_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-13 09:26:12 | INFO : - file 2560_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-13 09:26:13 | INFO : - file 2219_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-13 09:26:14 | INFO : - file 2420_Beethoven_OP12NO2_ViolinSonata.npy added to training set.
2021-12-13 09:26:16 | INFO : - file 1763_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-13 09:26:17 | INFO : - file 2228_Bach_BWV851_WTKI.npy added to training set.
2021-12-13 09:26:20 | INFO : - file 2441_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-13 09:26:22 | INFO : - file 2570_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-13 09:26:24 | INFO : - file 1918_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-13 09:26:26 | INFO : - file 2451_Beethoven_OP18NO6_StringQuartet.npy added to training set.
2021-12-13 09:26:28 | INFO : - file 2177_Ravel_35_StringQuartet.npy added to training set.
2021-12-13 09:26:30 | INFO : - file 1788_Mozart_K465_StringQuartet.npy added to training set.
2021-12-13 09:26:32 | INFO : - file 2179_Ravel_35_StringQuartet.npy added to training set.
2021-12-13 09:26:34 | INFO : - file 2346_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-13 09:26:36 | INFO : - file 2376_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-13 09:26:37 | INFO : - file 2620_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-13 09:26:38 | INFO : - file 2390_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-13 09:26:40 | INFO : - file 2335_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-13 09:26:42 | INFO : - file 2403_Beethoven_OP18NO1_StringQuartet.npy added to training set.
2021-12-13 09:26:42 | INFO : - file 2247_Bach_BWV854_WTKI.npy added to training set.
2021-12-13 09:26:43 | INFO : - file 2432_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-13 09:26:43 | INFO : - file 2292_Bach_BWV864_WTKI.npy added to training set.
2021-12-13 09:26:44 | INFO : - file 2076_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-13 09:26:46 | INFO : - file 1790_Mozart_K465_StringQuartet.npy added to training set.
2021-12-13 09:26:46 | INFO : - file 2302_Bach_BWV850_WTKI.npy added to training set.
2021-12-13 09:26:48 | INFO : - file 2391_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-13 09:26:50 | INFO : - file 1933_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-13 09:26:51 | INFO : - file 2514_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-13 09:26:53 | INFO : - file 1829_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-13 09:26:55 | INFO : - file 1923_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-13 09:26:58 | INFO : - file 2377_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-13 09:27:00 | INFO : - file 1931_Dvorak_OP96_StringQuartet.npy added to training set.
2021-12-13 09:27:01 | INFO : - file 2294_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-13 09:27:02 | INFO : - file 2384_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-13 09:27:03 | INFO : - file 2241_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-13 09:27:04 | INFO : - file 2242_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-13 09:27:05 | INFO : - file 2283_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-13 09:27:07 | INFO : - file 2632_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-13 09:27:09 | INFO : - file 1760_Schubert_D958_PianoSonata.npy added to training set.
2021-12-13 09:27:11 | INFO : - file 2568_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-13 09:27:13 | INFO : - file 2345_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-13 09:27:14 | INFO : - file 2576_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-13 09:27:16 | INFO : - file 2131_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-13 09:27:17 | INFO : - file 2537_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-13 09:27:20 | INFO : - file 2607_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-13 09:27:20 | INFO : - file 2230_Bach_BWV865_WTKI.npy added to training set.
2021-12-13 09:27:21 | INFO : - file 2167_Faure_OP45_PianoQuartet.npy added to validation set.
2021-12-13 09:27:23 | INFO : - file 2603_Beethoven_OP81NO1_PianoSonata.npy added to training set.
2021-12-13 09:27:24 | INFO : - file 2594_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-13 09:27:24 | INFO : - file 2204_Bach_BWV1013_Partitain.npy added to training set.
2021-12-13 09:27:27 | INFO : - file 2523_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-13 09:27:28 | INFO : - file 2357_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-13 09:27:32 | INFO : - file 2398_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-13 09:27:32 | INFO : - file 2310_Bach_BWV860_WTKI.npy added to training set.
2021-12-13 09:27:34 | INFO : - file 2078_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-13 09:27:37 | INFO : - file 2521_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-13 09:27:38 | INFO : - file 2562_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-13 09:27:39 | INFO : - file 1824_Mozart_K421_StringQuartet.npy added to training set.
2021-12-13 09:27:42 | INFO : - file 2318_Beethoven_OP38_Trioin.npy added to validation set.
2021-12-13 09:27:43 | INFO : - file 1773_Schubert_D568_PianoSonata.npy added to training set.
2021-12-13 09:27:48 | INFO : - file 2443_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-13 09:27:50 | INFO : - file 2114_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-13 09:27:51 | INFO : - file 2488_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-13 09:27:52 | INFO : - file 2198_Bach_BWV867_WTKI.npy added to training set.
2021-12-13 09:27:53 | INFO : - file 2350_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-13 09:27:55 | INFO : - file 2595_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-13 09:27:56 | INFO : - file 1805_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-13 09:27:58 | INFO : - file 2113_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-13 09:27:59 | INFO : - file 2075_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-13 09:28:01 | INFO : - file 2516_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-13 09:28:02 | INFO : - file 2497_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-13 09:28:03 | INFO : - file 2507_Beethoven_OP103_Octetin.npy added to training set.
2021-12-13 09:28:05 | INFO : - file 2389_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-13 09:28:06 | INFO : - file 2222_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-13 09:28:07 | INFO : - file 2372_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-13 09:28:09 | INFO : - file 2471_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-13 09:28:10 | INFO : - file 2105_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-13 09:28:12 | INFO : - file 2388_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-13 09:28:12 | INFO : - file 2213_Bach_BWV847_WTKI.npy added to training set.
2021-12-13 09:28:14 | INFO : - file 2629_Beethoven_OP96_ViolinSonata.npy added to validation set.
2021-12-13 09:28:15 | INFO : - file 2417_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-13 09:28:17 | INFO : - file 1751_Schubert_D845_PianoSonata.npy added to training set.
2021-12-13 09:28:19 | INFO : - file 1728_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-13 09:28:19 | INFO : - file 2227_Bach_BWV851_WTKI.npy added to training set.
2021-12-13 09:28:20 | INFO : - file 1734_Schubert_D959_PianoSonata.npy added to training set.
2021-12-13 09:28:21 | INFO : - file 2224_Bach_BWV852_WTKI.npy added to training set.
2021-12-13 09:28:22 | INFO : - file 2285_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-13 09:28:24 | INFO : - file 2159_Brahms_OP40_HornTrio.npy added to training set.
2021-12-13 09:28:25 | INFO : - file 2117_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-13 09:28:28 | INFO : - file 2155_Brahms_OP18_StringSextet.npy added to training set.
2021-12-13 09:28:30 | INFO : - file 1771_Schubert_D568_PianoSonata.npy added to training set.
2021-12-13 09:28:33 | INFO : - file 2571_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-13 09:28:34 | INFO : - file 2229_Bach_BWV865_WTKI.npy added to training set.
2021-12-13 09:28:36 | INFO : - file 2325_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-13 09:28:39 | INFO : - file 1749_Schubert_D845_PianoSonata.npy added to training set.
2021-12-13 09:28:40 | INFO : - file 2573_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-13 09:28:42 | INFO : - file 2596_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-13 09:28:43 | INFO : - file 2300_Bach_BWV853_WTKI.npy added to training set.
2021-12-13 09:28:44 | INFO : - file 2487_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-13 09:28:45 | INFO : - file 2119_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-13 09:28:48 | INFO : - file 1765_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-13 09:28:50 | INFO : - file 2528_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-13 09:28:52 | INFO : - file 1727_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-13 09:28:54 | INFO : - file 2314_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-13 09:28:55 | INFO : - file 2202_Bach_BWV1013_Partitain.npy added to training set.
2021-12-13 09:28:56 | INFO : - file 2239_Bach_BWV862_WTKI.npy added to training set.
2021-12-13 09:28:59 | INFO : - file 2444_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-13 09:29:00 | INFO : - file 2581_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-13 09:29:01 | INFO : - file 2244_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-13 09:29:03 | INFO : - file 1792_Mozart_K465_StringQuartet.npy added to training set.
2021-12-13 09:29:05 | INFO : - file 1812_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-13 09:29:08 | INFO : - file 2490_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-13 09:29:08 | INFO : - file 2442_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-13 09:29:11 | INFO : - file 2564_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-13 09:29:13 | INFO : - file 2611_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-13 09:29:14 | INFO : - file 2422_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-13 09:29:16 | INFO : - file 2483_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-13 09:29:16 | INFO : - file 2342_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-13 09:29:20 | INFO : - file 2366_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-13 09:29:21 | INFO : - file 2358_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-13 09:29:22 | INFO : - file 2555_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-13 09:29:24 | INFO : - file 2622_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-13 09:29:25 | INFO : - file 2289_Bach_BWV1002_ViolinPartita.npy added to validation set.
2021-12-13 09:29:26 | INFO : - file 2080_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-13 09:29:28 | INFO : - file 2588_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-13 09:29:29 | INFO : - file 2494_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-13 09:29:31 | INFO : - file 1789_Mozart_K465_StringQuartet.npy added to training set.
2021-12-13 09:29:34 | INFO : - file 2168_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-13 09:29:36 | INFO : - file 1859_Mozart_K464_StringQuartet.npy added to training set.
2021-12-13 09:29:37 | INFO : - file 2586_Beethoven_OP102NO1_CelloSonata.npy added to training set.
2021-12-13 09:29:39 | INFO : - file 2478_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-13 09:29:43 | INFO : - file 2315_Beethoven_OP132_StringQuartet.npy added to validation set.
2021-12-13 09:29:44 | INFO : - file 2201_Bach_BWV861_WTKI.npy added to training set.
2021-12-13 09:29:45 | INFO : - file 2572_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-13 09:29:45 | INFO : - file 2238_Bach_BWV868_WTKI.npy added to training set.
2021-12-13 09:29:46 | INFO : - file 2248_Bach_BWV854_WTKI.npy added to training set.
2021-12-13 09:29:49 | INFO : - file 1735_Schubert_D959_PianoSonata.npy added to training set.
2021-12-13 09:29:49 | INFO : - file 2308_Bach_BWV863_WTKI.npy added to training set.
2021-12-13 09:29:53 | INFO : - file 2154_Brahms_OP18_StringSextet.npy added to training set.
2021-12-13 09:29:54 | INFO : - file 2140_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-13 09:29:55 | INFO : - file 2077_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-13 09:29:57 | INFO : - file 1807_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-13 09:30:00 | INFO : - file 2406_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-13 09:30:02 | INFO : - file 1772_Schubert_D568_PianoSonata.npy added to training set.
2021-12-13 09:30:03 | INFO : - file 2156_Brahms_OP18_StringSextet.npy added to training set.
2021-12-13 09:30:06 | INFO : - file 1757_Schubert_D958_PianoSonata.npy added to training set.
2021-12-13 09:30:08 | INFO : - file 2436_Beethoven_OP53_PianoSonata.npy added to training set.
2021-12-13 09:30:10 | INFO : - file 2364_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-13 09:30:11 | INFO : - file 2538_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-13 09:30:11 | INFO : - file 2336_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-13 09:30:13 | INFO : - file 2466_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-13 09:30:15 | INFO : - file 2677_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-13 09:30:16 | INFO : - file 2081_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-13 09:30:18 | INFO : - file 2151_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-13 09:30:20 | INFO : - file 2512_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-13 09:30:21 | INFO : - file 2083_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-13 09:30:23 | INFO : - file 2368_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-13 09:30:24 | INFO : - file 2082_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-13 09:30:26 | INFO : - file 2178_Ravel_35_StringQuartet.npy added to training set.
2021-12-13 09:30:28 | INFO : - file 2322_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-13 09:30:29 | INFO : - file 2633_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-13 09:30:31 | INFO : - file 2220_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-13 09:30:32 | INFO : - file 1828_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-13 09:30:34 | INFO : - file 2527_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-13 09:30:35 | INFO : - file 2540_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-13 09:30:36 | INFO : - file 2582_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-13 09:30:37 | INFO : - file 2225_Bach_BWV852_WTKI.npy added to training set.
2021-12-13 09:30:39 | INFO : - file 1876_Mozart_K496_PianoTrio.npy added to training set.
2021-12-13 09:30:41 | INFO : - file 2593_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-13 09:30:43 | INFO : - file 2482_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-13 09:30:45 | INFO : - file 2341_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-13 09:30:46 | INFO : - file 2288_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-13 09:30:48 | INFO : - file 2504_Beethoven_OP103_Octetin.npy added to training set.
2021-12-13 09:30:50 | INFO : - file 2381_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-13 09:30:52 | INFO : - file 2104_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-13 09:30:54 | INFO : - file 2365_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-13 09:30:56 | INFO : - file 1739_Schubert_OP99_PianoTrio.npy added to training set.
2021-12-13 09:30:59 | INFO : - file 1750_Schubert_D845_PianoSonata.npy added to training set.
2021-12-13 09:31:00 | INFO : - file 2473_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-13 09:31:02 | INFO : - file 2180_Ravel_35_StringQuartet.npy added to training set.
2021-12-13 09:31:04 | INFO : - file 2397_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-13 09:31:07 | INFO : - file 2626_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-13 09:31:08 | INFO : - file 1730_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-13 09:31:10 | INFO : - file 2522_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-13 09:31:11 | INFO : - file 2619_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-13 09:31:11 | INFO : - file 2234_Bach_BWV856_WTKI.npy added to training set.
2021-12-13 09:31:13 | INFO : - file 2618_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-13 09:31:14 | INFO : - file 2161_Brahms_OP40_HornTrio.npy added to training set.
2021-12-13 09:31:17 | INFO : - file 2166_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-13 09:31:20 | INFO : - file 2319_Beethoven_OP38_Trioin.npy added to training set.
2021-12-13 09:31:21 | INFO : - file 2590_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-13 09:31:21 | INFO : ######## Training set MusicNet generated, length 133177 ######
2021-12-13 09:31:21 | INFO : ######## Validation set MusicNet generated, length 15491 ######
2021-12-13 09:31:22 | INFO : - file Schubert_D911-06_AL98.npy added to training set.
2021-12-13 09:31:24 | INFO : - file Schubert_D911-11_OL06.npy added to training set.
2021-12-13 09:31:24 | INFO : - file Schubert_D911-10_FI80.npy added to training set.
2021-12-13 09:31:26 | INFO : - file Schubert_D911-05_FI80.npy added to training set.
2021-12-13 09:31:27 | INFO : - file Schubert_D911-06_QU98.npy added to training set.
2021-12-13 09:31:27 | INFO : - file Schubert_D911-04_FI80.npy added to training set.
2021-12-13 09:31:29 | INFO : - file Schubert_D911-05_QU98.npy added to training set.
2021-12-13 09:31:29 | INFO : - file Schubert_D911-12_AL98.npy added to training set.
2021-12-13 09:31:30 | INFO : - file Schubert_D911-10_AL98.npy added to training set.
2021-12-13 09:31:31 | INFO : - file Schubert_D911-04_FI55.npy added to training set.
2021-12-13 09:31:32 | INFO : - file Schubert_D911-04_AL98.npy added to training set.
2021-12-13 09:31:33 | INFO : - file Schubert_D911-14_TR99.npy added to validation set.
2021-12-13 09:31:33 | INFO : - file Schubert_D911-10_FI55.npy added to training set.
2021-12-13 09:31:34 | INFO : - file Schubert_D911-02_FI55.npy added to training set.
2021-12-13 09:31:35 | INFO : - file Schubert_D911-03_AL98.npy added to training set.
2021-12-13 09:31:35 | INFO : - file Schubert_D911-10_OL06.npy added to training set.
2021-12-13 09:31:36 | INFO : - file Schubert_D911-15_FI66.npy added to validation set.
2021-12-13 09:31:37 | INFO : - file Schubert_D911-05_FI55.npy added to training set.
2021-12-13 09:31:38 | INFO : - file Schubert_D911-09_FI55.npy added to training set.
2021-12-13 09:31:38 | INFO : - file Schubert_D911-13_OL06.npy added to training set.
2021-12-13 09:31:39 | INFO : - file Schubert_D911-03_QU98.npy added to training set.
2021-12-13 09:31:40 | INFO : - file Schubert_D911-15_TR99.npy added to validation set.
2021-12-13 09:31:40 | INFO : - file Schubert_D911-13_QU98.npy added to training set.
2021-12-13 09:31:41 | INFO : - file Schubert_D911-13_AL98.npy added to training set.
2021-12-13 09:31:41 | INFO : - file Schubert_D911-08_FI80.npy added to training set.
2021-12-13 09:31:42 | INFO : - file Schubert_D911-13_FI80.npy added to training set.
2021-12-13 09:31:43 | INFO : - file Schubert_D911-16_FI66.npy added to validation set.
2021-12-13 09:31:43 | INFO : - file Schubert_D911-03_OL06.npy added to training set.
2021-12-13 09:31:44 | INFO : - file Schubert_D911-11_FI55.npy added to training set.
2021-12-13 09:31:45 | INFO : - file Schubert_D911-02_OL06.npy added to training set.
2021-12-13 09:31:46 | INFO : - file Schubert_D911-06_FI80.npy added to training set.
2021-12-13 09:31:47 | INFO : - file Schubert_D911-01_FI80.npy added to training set.
2021-12-13 09:31:49 | INFO : - file Schubert_D911-01_AL98.npy added to training set.
2021-12-13 09:31:50 | INFO : - file Schubert_D911-01_OL06.npy added to training set.
2021-12-13 09:31:51 | INFO : - file Schubert_D911-16_TR99.npy added to validation set.
2021-12-13 09:31:52 | INFO : - file Schubert_D911-03_FI80.npy added to training set.
2021-12-13 09:31:52 | INFO : - file Schubert_D911-04_QU98.npy added to training set.
2021-12-13 09:31:53 | INFO : - file Schubert_D911-11_AL98.npy added to training set.
2021-12-13 09:31:54 | INFO : - file Schubert_D911-10_QU98.npy added to training set.
2021-12-13 09:31:55 | INFO : - file Schubert_D911-13_FI55.npy added to training set.
2021-12-13 09:31:56 | INFO : - file Schubert_D911-09_AL98.npy added to training set.
2021-12-13 09:31:57 | INFO : - file Schubert_D911-01_QU98.npy added to training set.
2021-12-13 09:31:58 | INFO : - file Schubert_D911-04_OL06.npy added to training set.
2021-12-13 09:32:00 | INFO : - file Schubert_D911-05_AL98.npy added to training set.
2021-12-13 09:32:00 | INFO : - file Schubert_D911-02_QU98.npy added to training set.
2021-12-13 09:32:01 | INFO : - file Schubert_D911-07_OL06.npy added to training set.
2021-12-13 09:32:02 | INFO : - file Schubert_D911-11_FI80.npy added to training set.
2021-12-13 09:32:04 | INFO : - file Schubert_D911-06_OL06.npy added to training set.
2021-12-13 09:32:04 | INFO : - file Schubert_D911-07_QU98.npy added to training set.
2021-12-13 09:32:06 | INFO : - file Schubert_D911-01_FI55.npy added to training set.
2021-12-13 09:32:07 | INFO : - file Schubert_D911-03_FI55.npy added to training set.
2021-12-13 09:32:08 | INFO : - file Schubert_D911-05_OL06.npy added to training set.
2021-12-13 09:32:09 | INFO : - file Schubert_D911-12_QU98.npy added to training set.
2021-12-13 09:32:10 | INFO : - file Schubert_D911-14_FI66.npy added to validation set.
2021-12-13 09:32:11 | INFO : - file Schubert_D911-11_QU98.npy added to training set.
2021-12-13 09:32:12 | INFO : - file Schubert_D911-06_FI55.npy added to training set.
2021-12-13 09:32:13 | INFO : - file Schubert_D911-02_AL98.npy added to training set.
2021-12-13 09:32:13 | INFO : - file Schubert_D911-09_OL06.npy added to training set.
2021-12-13 09:32:14 | INFO : - file Schubert_D911-12_FI80.npy added to training set.
2021-12-13 09:32:15 | INFO : - file Schubert_D911-08_OL06.npy added to training set.
2021-12-13 09:32:15 | INFO : - file Schubert_D911-09_FI80.npy added to training set.
2021-12-13 09:32:16 | INFO : - file Schubert_D911-09_QU98.npy added to training set.
2021-12-13 09:32:17 | INFO : - file Schubert_D911-07_FI55.npy added to training set.
2021-12-13 09:32:18 | INFO : - file Schubert_D911-02_FI80.npy added to training set.
2021-12-13 09:32:18 | INFO : - file Schubert_D911-08_QU98.npy added to training set.
2021-12-13 09:32:19 | INFO : - file Schubert_D911-08_FI55.npy added to training set.
2021-12-13 09:32:20 | INFO : - file Schubert_D911-07_FI80.npy added to training set.
2021-12-13 09:32:21 | INFO : - file Schubert_D911-07_AL98.npy added to training set.
2021-12-13 09:32:22 | INFO : - file Schubert_D911-12_FI55.npy added to training set.
2021-12-13 09:32:22 | INFO : - file Schubert_D911-08_AL98.npy added to training set.
2021-12-13 09:32:23 | INFO : - file Schubert_D911-12_OL06.npy added to training set.
2021-12-13 09:32:23 | INFO : ######## Training set SchubertWR generated, length 92820 ######
2021-12-13 09:32:23 | INFO : ######## Validation set SchubertWR generated, length 9466 ######
2021-12-13 09:32:23 | INFO : - file 01-AchGottundHerr.npy added to training set.
2021-12-13 09:32:23 | INFO : - file 06-DieSonne.npy added to validation set.
2021-12-13 09:32:24 | INFO : - file 05-DieNacht.npy added to validation set.
2021-12-13 09:32:24 | INFO : - file 03-ChristederdubistTagundLicht.npy added to training set.
2021-12-13 09:32:24 | INFO : - file 02-AchLiebenChristen.npy added to training set.
2021-12-13 09:32:24 | INFO : - file 04-ChristeDuBeistand.npy added to training set.
2021-12-13 09:32:24 | INFO : ######## Training set Bach10 generated, length 5421 ######
2021-12-13 09:32:24 | INFO : ######## Validation set Bach10 generated, length 2827 ######
2021-12-13 09:32:25 | INFO : - file mahler.npy added to training set.
2021-12-13 09:32:26 | INFO : - file beethoven.npy added to training set.
2021-12-13 09:32:26 | INFO : ######## Training set PHENICX-Anechoic generated, length 6884 ######
2021-12-13 09:32:26 | INFO : - file CSD_Traditional_ElRossinyol.npy added to training set.
2021-12-13 09:32:27 | INFO : - file CSD_Guerrero_NinoDios_noalt.npy added to validation set.
2021-12-13 09:32:27 | INFO : - file CSD_Guerrero_NinoDios_nosop.npy added to validation set.
2021-12-13 09:32:28 | INFO : - file CSD_Guerrero_NinoDios_nobas.npy added to validation set.
2021-12-13 09:32:28 | INFO : - file CSD_Guerrero_NinoDios_noten.npy added to validation set.
2021-12-13 09:32:29 | INFO : - file CSD_Traditional_ElRossinyol_nobas.npy added to training set.
2021-12-13 09:32:29 | INFO : - file CSD_Traditional_ElRossinyol_noten.npy added to training set.
2021-12-13 09:32:30 | INFO : - file CSD_Traditional_ElRossinyol_nosop.npy added to training set.
2021-12-13 09:32:30 | INFO : - file CSD_Traditional_ElRossinyol_noalt.npy added to training set.
2021-12-13 09:32:31 | INFO : - file CSD_Guerrero_NinoDios.npy added to validation set.
2021-12-13 09:32:31 | INFO : ######## Training set ChoralSingingDataset generated, length 7274 ######
2021-12-13 09:32:31 | INFO : ######## Validation set ChoralSingingDataset generated, length 5555 ######
2021-12-13 09:32:31 | INFO : Training set & loader generated, length 245576
2021-12-13 09:32:31 | INFO : Validation set & loader generated, length 33339
2021-12-13 09:32:31 | INFO :
###################### START TRAINING ######################
2021-12-13 09:46:48 | INFO : Epoch #0 finished. Train Loss: 0.0913, Val Loss: 0.0791 with lr: 0.00100
2021-12-13 09:46:49 | INFO : .... model of epoch 0 saved.
2021-12-13 10:01:01 | INFO : Epoch #1 finished. Train Loss: 0.0838, Val Loss: 0.0764 with lr: 0.00100
2021-12-13 10:01:01 | INFO : .... model of epoch #1 saved.
2021-12-13 10:15:16 | INFO : Epoch #2 finished. Train Loss: 0.0813, Val Loss: 0.0758 with lr: 0.00100
2021-12-13 10:15:16 | INFO : .... model of epoch #2 saved.
2021-12-13 10:40:57 | INFO : Epoch #3 finished. Train Loss: 0.0797, Val Loss: 0.0793 with lr: 0.00100
2021-12-13 10:56:02 | INFO : Epoch #4 finished. Train Loss: 0.0791, Val Loss: 0.0775 with lr: 0.00100
2021-12-13 11:10:38 | INFO : Epoch #5 finished. Train Loss: 0.0784, Val Loss: 0.0723 with lr: 0.00100
2021-12-13 11:10:39 | INFO : .... model of epoch #5 saved.
2021-12-13 11:25:09 | INFO : Epoch #6 finished. Train Loss: 0.0775, Val Loss: 0.0738 with lr: 0.00100
2021-12-13 11:39:39 | INFO : Epoch #7 finished. Train Loss: 0.0772, Val Loss: 0.0716 with lr: 0.00100
2021-12-13 11:39:39 | INFO : .... model of epoch #7 saved.
2021-12-13 11:54:09 | INFO : Epoch #8 finished. Train Loss: 0.0766, Val Loss: 0.0733 with lr: 0.00100
2021-12-13 12:08:39 | INFO : Epoch #9 finished. Train Loss: 0.0764, Val Loss: 0.0718 with lr: 0.00100
2021-12-13 12:23:08 | INFO : Epoch #10 finished. Train Loss: 0.0758, Val Loss: 0.0733 with lr: 0.00100
2021-12-13 12:37:38 | INFO : Epoch #11 finished. Train Loss: 0.0754, Val Loss: 0.0734 with lr: 0.00100
2021-12-13 12:52:07 | INFO : Epoch #12 finished. Train Loss: 0.0753, Val Loss: 0.0747 with lr: 0.00100
2021-12-13 13:06:36 | INFO : Epoch #13 finished. Train Loss: 0.0750, Val Loss: 0.0730 with lr: 0.00100
2021-12-13 13:21:06 | INFO : Epoch #14 finished. Train Loss: 0.0713, Val Loss: 0.0709 with lr: 0.00050
2021-12-13 13:21:06 | INFO : .... model of epoch #14 saved.
2021-12-13 13:35:35 | INFO : Epoch #15 finished. Train Loss: 0.0705, Val Loss: 0.0705 with lr: 0.00050
2021-12-13 13:35:36 | INFO : .... model of epoch #15 saved.
2021-12-13 13:50:05 | INFO : Epoch #16 finished. Train Loss: 0.0707, Val Loss: 0.0684 with lr: 0.00050
2021-12-13 13:50:05 | INFO : .... model of epoch #16 saved.
2021-12-13 14:04:34 | INFO : Epoch #17 finished. Train Loss: 0.0702, Val Loss: 0.0697 with lr: 0.00050
2021-12-13 14:19:04 | INFO : Epoch #18 finished. Train Loss: 0.0696, Val Loss: 0.0703 with lr: 0.00050
2021-12-13 14:33:49 | INFO : Epoch #19 finished. Train Loss: 0.0696, Val Loss: 0.0695 with lr: 0.00050
2021-12-13 14:51:46 | INFO : Epoch #20 finished. Train Loss: 0.0695, Val Loss: 0.0692 with lr: 0.00050
2021-12-13 15:08:00 | INFO : Epoch #21 finished. Train Loss: 0.0692, Val Loss: 0.0696 with lr: 0.00050
2021-12-13 15:22:31 | INFO : Epoch #22 finished. Train Loss: 0.0691, Val Loss: 0.0693 with lr: 0.00050
2021-12-13 15:37:05 | INFO : Epoch #23 finished. Train Loss: 0.0669, Val Loss: 0.0675 with lr: 0.00025
2021-12-13 15:37:05 | INFO : .... model of epoch #23 saved.
2021-12-13 15:51:39 | INFO : Epoch #24 finished. Train Loss: 0.0663, Val Loss: 0.0680 with lr: 0.00025
2021-12-13 16:06:15 | INFO : Epoch #25 finished. Train Loss: 0.0661, Val Loss: 0.0687 with lr: 0.00025
2021-12-13 16:20:52 | INFO : Epoch #26 finished. Train Loss: 0.0661, Val Loss: 0.0680 with lr: 0.00025
2021-12-13 16:35:27 | INFO : Epoch #27 finished. Train Loss: 0.0657, Val Loss: 0.0683 with lr: 0.00025
2021-12-13 16:50:02 | INFO : Epoch #28 finished. Train Loss: 0.0658, Val Loss: 0.0679 with lr: 0.00025
2021-12-13 17:04:35 | INFO : Epoch #29 finished. Train Loss: 0.0654, Val Loss: 0.0687 with lr: 0.00025
2021-12-13 17:19:10 | INFO : Epoch #30 finished. Train Loss: 0.0640, Val Loss: 0.0690 with lr: 0.00013
2021-12-13 17:33:43 | INFO : Epoch #31 finished. Train Loss: 0.0640, Val Loss: 0.0674 with lr: 0.00013
2021-12-13 17:33:44 | INFO : .... model of epoch #31 saved.
2021-12-13 17:48:19 | INFO : Epoch #32 finished. Train Loss: 0.0635, Val Loss: 0.0701 with lr: 0.00013
2021-12-13 18:02:55 | INFO : Epoch #33 finished. Train Loss: 0.0635, Val Loss: 0.0673 with lr: 0.00013
2021-12-13 18:02:55 | INFO : .... model of epoch #33 saved.
2021-12-13 18:17:31 | INFO : Epoch #34 finished. Train Loss: 0.0636, Val Loss: 0.0678 with lr: 0.00013
2021-12-13 18:32:07 | INFO : Epoch #35 finished. Train Loss: 0.0633, Val Loss: 0.0673 with lr: 0.00013
2021-12-13 18:32:07 | INFO : .... model of epoch #35 saved.
2021-12-13 18:46:41 | INFO : Epoch #36 finished. Train Loss: 0.0635, Val Loss: 0.0675 with lr: 0.00013
2021-12-13 19:01:17 | INFO : Epoch #37 finished. Train Loss: 0.0629, Val Loss: 0.0675 with lr: 0.00013
2021-12-13 19:15:53 | INFO : Epoch #38 finished. Train Loss: 0.0631, Val Loss: 0.0673 with lr: 0.00013
2021-12-13 19:30:26 | INFO : Epoch #39 finished. Train Loss: 0.0631, Val Loss: 0.0674 with lr: 0.00013
2021-12-13 19:45:02 | INFO : Epoch #40 finished. Train Loss: 0.0626, Val Loss: 0.0678 with lr: 0.00013
2021-12-13 19:59:36 | INFO : Epoch #41 finished. Train Loss: 0.0625, Val Loss: 0.0677 with lr: 0.00013
2021-12-13 20:14:12 | INFO : Epoch #42 finished. Train Loss: 0.0620, Val Loss: 0.0684 with lr: 0.00006
2021-12-13 20:28:45 | INFO : Epoch #43 finished. Train Loss: 0.0617, Val Loss: 0.0671 with lr: 0.00006
2021-12-13 20:28:45 | INFO : .... model of epoch #43 saved.
2021-12-13 20:43:18 | INFO : Epoch #44 finished. Train Loss: 0.0614, Val Loss: 0.0681 with lr: 0.00006
2021-12-13 20:57:53 | INFO : Epoch #45 finished. Train Loss: 0.0616, Val Loss: 0.0676 with lr: 0.00006
2021-12-13 21:12:28 | INFO : Epoch #46 finished. Train Loss: 0.0617, Val Loss: 0.0678 with lr: 0.00006
2021-12-13 21:27:03 | INFO : Epoch #47 finished. Train Loss: 0.0615, Val Loss: 0.0676 with lr: 0.00006
2021-12-13 21:41:39 | INFO : Epoch #48 finished. Train Loss: 0.0614, Val Loss: 0.0675 with lr: 0.00006
2021-12-13 21:56:14 | INFO : Epoch #49 finished. Train Loss: 0.0615, Val Loss: 0.0678 with lr: 0.00006
2021-12-13 22:10:50 | INFO : Epoch #50 finished. Train Loss: 0.0609, Val Loss: 0.0687 with lr: 0.00003
2021-12-13 22:25:26 | INFO : Epoch #51 finished. Train Loss: 0.0611, Val Loss: 0.0675 with lr: 0.00003
2021-12-13 22:39:58 | INFO : Epoch #52 finished. Train Loss: 0.0609, Val Loss: 0.0680 with lr: 0.00003
2021-12-13 22:54:33 | INFO : Epoch #53 finished. Train Loss: 0.0607, Val Loss: 0.0682 with lr: 0.00003
2021-12-13 23:09:03 | INFO : Epoch #54 finished. Train Loss: 0.0608, Val Loss: 0.0683 with lr: 0.00003
2021-12-13 23:23:33 | INFO : Epoch #55 finished. Train Loss: 0.0611, Val Loss: 0.0675 with lr: 0.00003
2021-12-13 23:23:33 | INFO : ### trained model saved in /tsi/clusterhome/cweiss/models/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs_rerun2.pt
2021-12-18 22:00:02 | INFO :
###################### START TESTING ######################
2021-12-18 22:00:02 | INFO : ### trained model loaded from /tsi/clusterhome/cweiss/models/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs_rerun2.pt
2021-12-18 22:00:32 | INFO : file 2106_Haydn_OP64NO5_QuartetNo.npy tested. Av. Prec: 0.706830103037906
2021-12-18 22:00:51 | INFO : file 1819_Mozart_K375_Serenadein.npy tested. Av. Prec: 0.7938724828618855
2021-12-18 22:01:06 | INFO : file 2416_Beethoven_OP71_Sextetin.npy tested. Av. Prec: 0.658719456674218
2021-12-18 22:01:16 | INFO : file 2303_Bach_BWV850_WTKI.npy tested. Av. Prec: 0.8093210352497918
2021-12-18 22:01:37 | INFO : file 1759_Schubert_D958_PianoSonata.npy tested. Av. Prec: 0.7545691364689733
2021-12-18 22:01:48 | INFO : file 2191_Bach_BWV1006_ViolinPartita.npy tested. Av. Prec: 0.7650110361788949
2021-12-18 22:02:42 | INFO : file 2629_Beethoven_OP96_ViolinSonata.npy tested. Av. Prec: 0.8073733526817455
2021-12-18 22:02:54 | INFO : file 2382_Beethoven_OP130_StringQuartet.npy tested. Av. Prec: 0.5017635369600725
2021-12-18 22:03:11 | INFO : file 2556_Beethoven_OP109_PianoSonata.npy tested. Av. Prec: 0.800421853295531
2021-12-18 22:03:26 | INFO : file 2298_Bach_BWV1010_CelloSuite.npy tested. Av. Prec: 0.6895710652678662
2021-12-18 22:03:26 | INFO : ### Dataset MusicNet tested. Individual results: ################################
2021-12-18 22:03:26 | INFO : Mean precision: 0.6801437305961527
2021-12-18 22:03:26 | INFO : Mean recall: 0.7193369123619635
2021-12-18 22:03:26 | INFO : Mean f_measure: 0.6954978869847641
2021-12-18 22:03:26 | INFO : Mean cosine_sim: 0.7273996549076475
2021-12-18 22:03:26 | INFO : Mean binary_crossentropy: 0.07268649607921326
2021-12-18 22:03:26 | INFO : Mean euclidean_distance: 0.9187143194151031
2021-12-18 22:03:26 | INFO : Mean binary_accuracy: 0.9798273815641239
2021-12-18 22:03:26 | INFO : Mean soft_accuracy: 0.9688829110238839
2021-12-18 22:03:26 | INFO : Mean accum_energy: 0.5105037656583694
2021-12-18 22:03:26 | INFO : Mean roc_auc_measure: 0.9839172106176001
2021-12-18 22:03:26 | INFO : Mean average_precision_score: 0.7287453058676885
2021-12-18 22:03:26 | INFO : Mean Precision: 0.6801437305961527
2021-12-18 22:03:26 | INFO : Mean Recall: 0.7193369123619635
2021-12-18 22:03:26 | INFO : Mean Accuracy: 0.5373087470120448
2021-12-18 22:03:26 | INFO : Mean Substitution Error: 0.1270860866017093
2021-12-18 22:03:26 | INFO : Mean Miss Error: 0.15357700103632718
2021-12-18 22:03:26 | INFO : Mean False Alarm Error: 0.22468026342770603
2021-12-18 22:03:26 | INFO : Mean Total Error: 0.5053433510657427
2021-12-18 22:03:26 | INFO : Mean Chroma Precision: 0.701618896452912
2021-12-18 22:03:26 | INFO : Mean Chroma Recall: 0.7416375808544491
2021-12-18 22:03:26 | INFO : Mean Chroma Accuracy: 0.5627523829022596
2021-12-18 22:03:26 | INFO : Mean Chroma Substitution Error: 0.10478541810922377
2021-12-18 22:03:26 | INFO : Mean Chroma Miss Error: 0.15357700103632718
2021-12-18 22:03:26 | INFO : Mean Chroma False Alarm Error: 0.22468026342770603
2021-12-18 22:03:26 | INFO : Mean Chroma Total Error: 0.48304268257325705
2021-12-18 22:03:26 | INFO :
2021-12-18 22:03:26 | INFO : Framewise precision: 0.7082557046948985
2021-12-18 22:03:26 | INFO : Framewise recall: 0.7096789360087741
2021-12-18 22:03:26 | INFO : Framewise f_measure: 0.7045219625350568
2021-12-18 22:03:26 | INFO : Framewise cosine_sim: 0.7387535765800726
2021-12-18 22:03:26 | INFO : Framewise binary_crossentropy: 0.08299910211578584
2021-12-18 22:03:26 | INFO : Framewise euclidean_distance: 0.9912429613333213
2021-12-18 22:03:26 | INFO : Framewise binary_accuracy: 0.9775288592691695
2021-12-18 22:03:26 | INFO : Framewise soft_accuracy: 0.9654576028012049
2021-12-18 22:03:26 | INFO : Framewise accum_energy: 0.5132809550322416
2021-12-18 22:03:26 | INFO : Framewise roc_auc_measure: 0.9826697349113542
2021-12-18 22:03:26 | INFO : Framewise average_precision_score: 0.7457409020161183
2021-12-18 22:03:26 | INFO : Framewise Precision: 0.7082557046948985
2021-12-18 22:03:26 | INFO : Framewise Recall: 0.7096789360087741
2021-12-18 22:03:26 | INFO : Framewise Accuracy: 0.5468375868323528
2021-12-18 22:03:26 | INFO : Framewise Substitution Error: 0.12292980109700818
2021-12-18 22:03:26 | INFO : Framewise Miss Error: 0.16739126289421802
2021-12-18 22:03:26 | INFO : Framewise False Alarm Error: 0.1854109098698853
2021-12-18 22:03:26 | INFO : Framewise Total Error: 0.47573197386111155
2021-12-18 22:03:26 | INFO : Framewise Chroma Precision: 0.7334764755483719
2021-12-18 22:03:26 | INFO : Framewise Chroma Recall: 0.734314824987321
2021-12-18 22:03:26 | INFO : Framewise Chroma Accuracy: 0.5767585662234475
2021-12-18 22:03:26 | INFO : Framewise Chroma Substitution Error: 0.09829391211846103
2021-12-18 22:03:26 | INFO : Framewise Chroma Miss Error: 0.16739126289421802
2021-12-18 22:03:26 | INFO : Framewise Chroma False Alarm Error: 0.1854109098698853
2021-12-18 22:03:26 | INFO : Framewise Chroma Total Error: 0.4510960848825644
2021-12-18 22:03:51 | INFO : file Schubert_D911-20_SC06.npy tested. Av. Prec: 0.9034619886202133
2021-12-18 22:04:16 | INFO : file Schubert_D911-21_SC06.npy tested. Av. Prec: 0.8922656482289889
2021-12-18 22:04:39 | INFO : file Schubert_D911-21_HU33.npy tested. Av. Prec: 0.9017508076439114
2021-12-18 22:04:45 | INFO : file Schubert_D911-18_HU33.npy tested. Av. Prec: 0.7405509600416447
2021-12-18 22:04:54 | INFO : file Schubert_D911-22_HU33.npy tested. Av. Prec: 0.7838242028764182
2021-12-18 22:05:14 | INFO : file Schubert_D911-23_HU33.npy tested. Av. Prec: 0.7879137191210073
2021-12-18 22:05:39 | INFO : file Schubert_D911-20_HU33.npy tested. Av. Prec: 0.8608622647305841
2021-12-18 22:05:45 | INFO : file Schubert_D911-18_SC06.npy tested. Av. Prec: 0.7857786417176542
2021-12-18 22:05:53 | INFO : file Schubert_D911-22_SC06.npy tested. Av. Prec: 0.8604696637253242
2021-12-18 22:06:12 | INFO : file Schubert_D911-24_HU33.npy tested. Av. Prec: 0.794600864054447
2021-12-18 22:06:21 | INFO : file Schubert_D911-19_SC06.npy tested. Av. Prec: 0.7995877922744492
2021-12-18 22:06:39 | INFO : file Schubert_D911-23_SC06.npy tested. Av. Prec: 0.8775668981517238
2021-12-18 22:07:01 | INFO : file Schubert_D911-24_SC06.npy tested. Av. Prec: 0.8328826431593596
2021-12-18 22:07:21 | INFO : file Schubert_D911-17_HU33.npy tested. Av. Prec: 0.7616692704459866
2021-12-18 22:07:41 | INFO : file Schubert_D911-17_SC06.npy tested. Av. Prec: 0.7464583268195945
2021-12-18 22:07:49 | INFO : file Schubert_D911-19_HU33.npy tested. Av. Prec: 0.597037429869866
2021-12-18 22:07:49 | INFO : ### Dataset Schubert_Winterreise tested. Individual results: ################################
2021-12-18 22:07:49 | INFO : Mean precision: 0.7570941536696847
2021-12-18 22:07:49 | INFO : Mean recall: 0.7425129297279661
2021-12-18 22:07:49 | INFO : Mean f_measure: 0.7465180924574502
2021-12-18 22:07:49 | INFO : Mean cosine_sim: 0.7837784736443408
2021-12-18 22:07:49 | INFO : Mean binary_crossentropy: 0.09553284040640934
2021-12-18 22:07:49 | INFO : Mean euclidean_distance: 1.0818941083592561
2021-12-18 22:07:49 | INFO : Mean binary_accuracy: 0.9740013285258786
2021-12-18 22:07:49 | INFO : Mean soft_accuracy: 0.9635093302464529
2021-12-18 22:07:49 | INFO : Mean accum_energy: 0.5850492195718212
2021-12-18 22:07:49 | INFO : Mean roc_auc_measure: 0.9828233361313926
2021-12-18 22:07:49 | INFO : Mean average_precision_score: 0.8079175700925734
2021-12-18 22:07:49 | INFO : Mean Precision: 0.7570941536696847
2021-12-18 22:07:49 | INFO : Mean Recall: 0.7425129297279661
2021-12-18 22:07:49 | INFO : Mean Accuracy: 0.5990423866593064
2021-12-18 22:07:49 | INFO : Mean Substitution Error: 0.09929570846055252
2021-12-18 22:07:49 | INFO : Mean Miss Error: 0.15819136181148144
2021-12-18 22:07:49 | INFO : Mean False Alarm Error: 0.14706919940627736
2021-12-18 22:07:49 | INFO : Mean Total Error: 0.4045562696783114
2021-12-18 22:07:49 | INFO : Mean Chroma Precision: 0.7891504637515854
2021-12-18 22:07:49 | INFO : Mean Chroma Recall: 0.7744638900854544
2021-12-18 22:07:49 | INFO : Mean Chroma Accuracy: 0.6396771633604854
2021-12-18 22:07:49 | INFO : Mean Chroma Substitution Error: 0.06734474810306407
2021-12-18 22:07:49 | INFO : Mean Chroma Miss Error: 0.15819136181148144
2021-12-18 22:07:49 | INFO : Mean Chroma False Alarm Error: 0.14706919940627736
2021-12-18 22:07:49 | INFO : Mean Chroma Total Error: 0.372605309320823
2021-12-18 22:07:49 | INFO :
2021-12-18 22:07:49 | INFO : Framewise precision: 0.7664250160358407
2021-12-18 22:07:49 | INFO : Framewise recall: 0.7681552951324424
2021-12-18 22:07:49 | INFO : Framewise f_measure: 0.7647567841959682
2021-12-18 22:07:49 | INFO : Framewise cosine_sim: 0.79620998039215
2021-12-18 22:07:49 | INFO : Framewise binary_crossentropy: 0.0888153622758017
2021-12-18 22:07:49 | INFO : Framewise euclidean_distance: 1.0472862982706481
2021-12-18 22:07:49 | INFO : Framewise binary_accuracy: 0.975595347743236
2021-12-18 22:07:49 | INFO : Framewise soft_accuracy: 0.9653408308497974
2021-12-18 22:07:49 | INFO : Framewise accum_energy: 0.6108380273943333
2021-12-18 22:07:49 | INFO : Framewise roc_auc_measure: 0.9855759770401231
2021-12-18 22:07:49 | INFO : Framewise average_precision_score: 0.8275976902044879
2021-12-18 22:07:49 | INFO : Framewise Precision: 0.7664250160358407
2021-12-18 22:07:49 | INFO : Framewise Recall: 0.7681552951324424
2021-12-18 22:07:49 | INFO : Framewise Accuracy: 0.6223379852472077
2021-12-18 22:07:49 | INFO : Framewise Substitution Error: 0.09031508842128748
2021-12-18 22:07:49 | INFO : Framewise Miss Error: 0.14152961644626993
2021-12-18 22:07:49 | INFO : Framewise False Alarm Error: 0.15045645158087045
2021-12-18 22:07:49 | INFO : Framewise Total Error: 0.3823011564484278
2021-12-18 22:07:49 | INFO : Framewise Chroma Precision: 0.7943749662189872
2021-12-18 22:07:49 | INFO : Framewise Chroma Recall: 0.7964609942906387
2021-12-18 22:07:49 | INFO : Framewise Chroma Accuracy: 0.6591828445541958
2021-12-18 22:07:49 | INFO : Framewise Chroma Substitution Error: 0.06200938926309151
2021-12-18 22:07:49 | INFO : Framewise Chroma Miss Error: 0.14152961644626993
2021-12-18 22:07:49 | INFO : Framewise Chroma False Alarm Error: 0.15045645158087045
2021-12-18 22:07:49 | INFO : Framewise Chroma Total Error: 0.3539954572902319
2021-12-18 22:07:52 | INFO : file 09-Jesus.npy tested. Av. Prec: 0.9607756893198576
2021-12-18 22:07:56 | INFO : file 07-HerrGott.npy tested. Av. Prec: 0.9694549889493126
2021-12-18 22:08:00 | INFO : file 10-NunBitten.npy tested. Av. Prec: 0.976117509088966
2021-12-18 22:08:04 | INFO : file 08-FuerDeinenThron.npy tested. Av. Prec: 0.9851243768717479
2021-12-18 22:08:04 | INFO : ### Dataset Bach10 tested. Individual results: ################################
2021-12-18 22:08:04 | INFO : Mean precision: 0.897729652021368
2021-12-18 22:08:04 | INFO : Mean recall: 0.9351505356474681
2021-12-18 22:08:04 | INFO : Mean f_measure: 0.9160152155735479
2021-12-18 22:08:04 | INFO : Mean cosine_sim: 0.8695947617956424
2021-12-18 22:08:04 | INFO : Mean binary_crossentropy: 0.03364575237501831
2021-12-18 22:08:04 | INFO : Mean euclidean_distance: 0.5653500259551543
2021-12-18 22:08:04 | INFO : Mean binary_accuracy: 0.9918620209004375
2021-12-18 22:08:04 | INFO : Mean soft_accuracy: 0.9830203915121887
2021-12-18 22:08:04 | INFO : Mean accum_energy: 0.7364188783769063
2021-12-18 22:08:04 | INFO : Mean roc_auc_measure: 0.9985637137949717
2021-12-18 22:08:04 | INFO : Mean average_precision_score: 0.972868141057471
2021-12-18 22:08:04 | INFO : Mean Precision: 0.897729652021368
2021-12-18 22:08:04 | INFO : Mean Recall: 0.9351505356474681
2021-12-18 22:08:04 | INFO : Mean Accuracy: 0.8455707540808761
2021-12-18 22:08:04 | INFO : Mean Substitution Error: 0.02152477714224828
2021-12-18 22:08:04 | INFO : Mean Miss Error: 0.04332468721028368
2021-12-18 22:08:04 | INFO : Mean False Alarm Error: 0.08514185200993742
2021-12-18 22:08:04 | INFO : Mean Total Error: 0.1499913163624694
2021-12-18 22:08:04 | INFO : Mean Chroma Precision: 0.9027042717344441
2021-12-18 22:08:04 | INFO : Mean Chroma Recall: 0.9403376370244633
2021-12-18 22:08:04 | INFO : Mean Chroma Accuracy: 0.8542664331809293
2021-12-18 22:08:04 | INFO : Mean Chroma Substitution Error: 0.01633767576525307
2021-12-18 22:08:04 | INFO : Mean Chroma Miss Error: 0.04332468721028368
2021-12-18 22:08:04 | INFO : Mean Chroma False Alarm Error: 0.08514185200993742
2021-12-18 22:08:04 | INFO : Mean Chroma Total Error: 0.14480421498547416
2021-12-18 22:08:04 | INFO :
2021-12-18 22:08:04 | INFO : Framewise precision: 0.8986013174867763
2021-12-18 22:08:04 | INFO : Framewise recall: 0.9362995405970248
2021-12-18 22:08:04 | INFO : Framewise f_measure: 0.9170202379241529
2021-12-18 22:08:04 | INFO : Framewise cosine_sim: 0.8701295596538001
2021-12-18 22:08:04 | INFO : Framewise binary_crossentropy: 0.03339442714865657
2021-12-18 22:08:04 | INFO : Framewise euclidean_distance: 0.5616007880149113
2021-12-18 22:08:04 | INFO : Framewise binary_accuracy: 0.9919623922644409
2021-12-18 22:08:04 | INFO : Framewise soft_accuracy: 0.9831232936447526
2021-12-18 22:08:04 | INFO : Framewise accum_energy: 0.7376565584109605
2021-12-18 22:08:04 | INFO : Framewise roc_auc_measure: 0.998592460666655
2021-12-18 22:08:04 | INFO : Framewise average_precision_score: 0.9733409230096606
2021-12-18 22:08:04 | INFO : Framewise Precision: 0.8986013174867763
2021-12-18 22:08:04 | INFO : Framewise Recall: 0.9362995405970248
2021-12-18 22:08:04 | INFO : Framewise Accuracy: 0.847246942176486
2021-12-18 22:08:04 | INFO : Framewise Substitution Error: 0.02106832544592022
2021-12-18 22:08:04 | INFO : Framewise Miss Error: 0.04263213395705496
2021-12-18 22:08:04 | INFO : Framewise False Alarm Error: 0.08470776832961155
2021-12-18 22:08:04 | INFO : Framewise Total Error: 0.14840822773258674
2021-12-18 22:08:04 | INFO : Framewise Chroma Precision: 0.9035231107083377
2021-12-18 22:08:04 | INFO : Framewise Chroma Recall: 0.941432180881962
2021-12-18 22:08:04 | INFO : Framewise Chroma Accuracy: 0.8558675413113083
2021-12-18 22:08:04 | INFO : Framewise Chroma Substitution Error: 0.015935685160983017
2021-12-18 22:08:04 | INFO : Framewise Chroma Miss Error: 0.04263213395705496
2021-12-18 22:08:04 | INFO : Framewise Chroma False Alarm Error: 0.08470776832961155
2021-12-18 22:08:04 | INFO : Framewise Chroma Total Error: 0.14327558744764954
2021-12-18 22:08:16 | INFO : file bruckner.npy tested. Av. Prec: 0.7864019762104721
2021-12-18 22:08:40 | INFO : file mozart.npy tested. Av. Prec: 0.8662374278867263
2021-12-18 22:08:40 | INFO : ### Dataset PHENICX-Anechoic tested. Individual results: ################################
2021-12-18 22:08:40 | INFO : Mean precision: 0.8449386317781737
2021-12-18 22:08:40 | INFO : Mean recall: 0.6873612679478188
2021-12-18 22:08:40 | INFO : Mean f_measure: 0.755756391116569
2021-12-18 22:08:40 | INFO : Mean cosine_sim: 0.8079495410509674
2021-12-18 22:08:40 | INFO : Mean binary_crossentropy: 0.14295989210526117
2021-12-18 22:08:40 | INFO : Mean euclidean_distance: 1.3531837418450827
2021-12-18 22:08:40 | INFO : Mean binary_accuracy: 0.9637216487839866
2021-12-18 22:08:40 | INFO : Mean soft_accuracy: 0.9474556931294534
2021-12-18 22:08:40 | INFO : Mean accum_energy: 0.5425326192189059
2021-12-18 22:08:40 | INFO : Mean roc_auc_measure: 0.9823239311108595
2021-12-18 22:08:40 | INFO : Mean average_precision_score: 0.8263197020485993
2021-12-18 22:08:40 | INFO : Mean Precision: 0.8449386317781737
2021-12-18 22:08:40 | INFO : Mean Recall: 0.6873612679478188
2021-12-18 22:08:40 | INFO : Mean Accuracy: 0.6090015462145754
2021-12-18 22:08:40 | INFO : Mean Substitution Error: 0.08202435455252566
2021-12-18 22:08:40 | INFO : Mean Miss Error: 0.2306143774996555
2021-12-18 22:08:40 | INFO : Mean False Alarm Error: 0.044952453843430204
2021-12-18 22:08:40 | INFO : Mean Total Error: 0.35759118589561134
2021-12-18 22:08:40 | INFO : Mean Chroma Precision: 0.8731855795738286
2021-12-18 22:08:40 | INFO : Mean Chroma Recall: 0.7104264572738073
2021-12-18 22:08:40 | INFO : Mean Chroma Accuracy: 0.6426839113447296
2021-12-18 22:08:40 | INFO : Mean Chroma Substitution Error: 0.058959165226537186
2021-12-18 22:08:40 | INFO : Mean Chroma Miss Error: 0.2306143774996555
2021-12-18 22:08:40 | INFO : Mean Chroma False Alarm Error: 0.044952453843430204
2021-12-18 22:08:40 | INFO : Mean Chroma Total Error: 0.3345259965696229
2021-12-18 22:08:40 | INFO :
2021-12-18 22:08:40 | INFO : Framewise precision: 0.8414436885457909
2021-12-18 22:08:40 | INFO : Framewise recall: 0.7183646233415416
2021-12-18 22:08:40 | INFO : Framewise f_measure: 0.773244893109532
2021-12-18 22:08:40 | INFO : Framewise cosine_sim: 0.8172909951206051
2021-12-18 22:08:40 | INFO : Framewise binary_crossentropy: 0.11919687785437928
2021-12-18 22:08:40 | INFO : Framewise euclidean_distance: 1.2282864964868636
2021-12-18 22:08:40 | INFO : Framewise binary_accuracy: 0.9694321261394432
2021-12-18 22:08:40 | INFO : Framewise soft_accuracy: 0.9541416705489099
2021-12-18 22:08:40 | INFO : Framewise accum_energy: 0.5658892270461137
2021-12-18 22:08:40 | INFO : Framewise roc_auc_measure: 0.9856737986878878
2021-12-18 22:08:40 | INFO : Framewise average_precision_score: 0.8441159860290561
2021-12-18 22:08:40 | INFO : Framewise Precision: 0.8414436885457909
2021-12-18 22:08:40 | INFO : Framewise Recall: 0.7183646233415416
2021-12-18 22:08:40 | INFO : Framewise Accuracy: 0.6316169139341701
2021-12-18 22:08:40 | INFO : Framewise Substitution Error: 0.07895301438786236
2021-12-18 22:08:40 | INFO : Framewise Miss Error: 0.2026823622705959
2021-12-18 22:08:40 | INFO : Framewise False Alarm Error: 0.057081834163626215
2021-12-18 22:08:40 | INFO : Framewise Total Error: 0.33871721082208445
2021-12-18 22:08:40 | INFO : Framewise Chroma Precision: 0.8700013377043052
2021-12-18 22:08:40 | INFO : Framewise Chroma Recall: 0.7428144407663795
2021-12-18 22:08:40 | INFO : Framewise Chroma Accuracy: 0.6675558345533601
2021-12-18 22:08:40 | INFO : Framewise Chroma Substitution Error: 0.05450319696302453
2021-12-18 22:08:40 | INFO : Framewise Chroma Miss Error: 0.2026823622705959
2021-12-18 22:08:40 | INFO : Framewise Chroma False Alarm Error: 0.057081834163626215
2021-12-18 22:08:40 | INFO : Framewise Chroma Total Error: 0.31426739339724663
2021-12-18 22:09:00 | INFO : file CSD_Bruckner_LocusIste_nosop.npy tested. Av. Prec: 0.910825388536497
2021-12-18 22:09:20 | INFO : file CSD_Bruckner_LocusIste_nobas.npy tested. Av. Prec: 0.9342880788634007
2021-12-18 22:09:40 | INFO : file CSD_Bruckner_LocusIste.npy tested. Av. Prec: 0.9155107375598108
2021-12-18 22:10:00 | INFO : file CSD_Bruckner_LocusIste_noten.npy tested. Av. Prec: 0.9209251440700271
2021-12-18 22:10:20 | INFO : file CSD_Bruckner_LocusIste_noalt.npy tested. Av. Prec: 0.8924310607418329
2021-12-18 22:10:20 | INFO : ### Dataset ChoralSingingDataset tested. Individual results: ################################
2021-12-18 22:10:20 | INFO : Mean precision: 0.9037560408393455
2021-12-18 22:10:20 | INFO : Mean recall: 0.7989784351255091
2021-12-18 22:10:20 | INFO : Mean f_measure: 0.8477165404900306
2021-12-18 22:10:20 | INFO : Mean cosine_sim: 0.821826556416181
2021-12-18 22:10:20 | INFO : Mean binary_crossentropy: 0.04598055666749004
2021-12-18 22:10:20 | INFO : Mean euclidean_distance: 0.6785474285590309
2021-12-18 22:10:20 | INFO : Mean binary_accuracy: 0.9906364718362095
2021-12-18 22:10:20 | INFO : Mean soft_accuracy: 0.9792770971012468
2021-12-18 22:10:20 | INFO : Mean accum_energy: 0.5383148887458304
2021-12-18 22:10:20 | INFO : Mean roc_auc_measure: 0.9945313593083608
2021-12-18 22:10:20 | INFO : Mean average_precision_score: 0.9147960819543137
2021-12-18 22:10:20 | INFO : Mean Precision: 0.9037560408393455
2021-12-18 22:10:20 | INFO : Mean Recall: 0.7989784351255091
2021-12-18 22:10:20 | INFO : Mean Accuracy: 0.7359688604196866
2021-12-18 22:10:20 | INFO : Mean Substitution Error: 0.041051610410903494
2021-12-18 22:10:20 | INFO : Mean Miss Error: 0.15996995446358753
2021-12-18 22:10:20 | INFO : Mean False Alarm Error: 0.0448733260164285
2021-12-18 22:10:20 | INFO : Mean Total Error: 0.24589489089091945
2021-12-18 22:10:20 | INFO : Mean Chroma Precision: 0.9052630299911497
2021-12-18 22:10:20 | INFO : Mean Chroma Recall: 0.8003242742893143
2021-12-18 22:10:20 | INFO : Mean Chroma Accuracy: 0.7381147280313562
2021-12-18 22:10:20 | INFO : Mean Chroma Substitution Error: 0.03970577124709814
2021-12-18 22:10:20 | INFO : Mean Chroma Miss Error: 0.15996995446358753
2021-12-18 22:10:20 | INFO : Mean Chroma False Alarm Error: 0.0448733260164285
2021-12-18 22:10:20 | INFO : Mean Chroma Total Error: 0.2445490517271141
2021-12-18 22:10:20 | INFO :
2021-12-18 22:10:20 | INFO : Framewise precision: 0.9037818027952538
2021-12-18 22:10:20 | INFO : Framewise recall: 0.7990113459074263
2021-12-18 22:10:20 | INFO : Framewise f_measure: 0.847745915432506
2021-12-18 22:10:20 | INFO : Framewise cosine_sim: 0.8218316098591765
2021-12-18 22:10:20 | INFO : Framewise binary_crossentropy: 0.0459783776536213
2021-12-18 22:10:20 | INFO : Framewise euclidean_distance: 0.6785090040386629
2021-12-18 22:10:20 | INFO : Framewise binary_accuracy: 0.9906375458079433
2021-12-18 22:10:20 | INFO : Framewise soft_accuracy: 0.9792778324690542
2021-12-18 22:10:20 | INFO : Framewise accum_energy: 0.5383107106002207
2021-12-18 22:10:20 | INFO : Framewise roc_auc_measure: 0.9945320686309204
2021-12-18 22:10:20 | INFO : Framewise average_precision_score: 0.9148243704876595
2021-12-18 22:10:20 | INFO : Framewise Precision: 0.9037818027952538
2021-12-18 22:10:20 | INFO : Framewise Recall: 0.7990113459074263
2021-12-18 22:10:20 | INFO : Framewise Accuracy: 0.7360125939736878
2021-12-18 22:10:20 | INFO : Framewise Substitution Error: 0.041038088959660525
2021-12-18 22:10:20 | INFO : Framewise Miss Error: 0.15995056513291314
2021-12-18 22:10:20 | INFO : Framewise False Alarm Error: 0.04486647151183514
2021-12-18 22:10:20 | INFO : Framewise Total Error: 0.2458551256044088
2021-12-18 22:10:20 | INFO : Framewise Chroma Precision: 0.9052892238802182
2021-12-18 22:10:20 | INFO : Framewise Chroma Recall: 0.8003575974566446
2021-12-18 22:10:20 | INFO : Framewise Chroma Accuracy: 0.7381591825105568
2021-12-18 22:10:20 | INFO : Framewise Chroma Substitution Error: 0.03969183741044225
2021-12-18 22:10:20 | INFO : Framewise Chroma Miss Error: 0.15995056513291314
2021-12-18 22:10:20 | INFO : Framewise Chroma False Alarm Error: 0.04486647151183514
2021-12-18 22:10:20 | INFO : Framewise Chroma Total Error: 0.2445088740551905
2021-12-18 22:10:25 | INFO : file brahms.npy tested. Av. Prec: 0.847972486212522
2021-12-18 22:10:31 | INFO : file schubert.npy tested. Av. Prec: 0.8915576211133276
2021-12-18 22:10:35 | INFO : file mozart.npy tested. Av. Prec: 0.9511058083339533
2021-12-18 22:10:38 | INFO : file lussier.npy tested. Av. Prec: 0.8461825811002672
2021-12-18 22:10:42 | INFO : file take_five.npy tested. Av. Prec: 0.8141960624475001
2021-12-18 22:10:42 | INFO : ### Dataset TRIOS tested. Individual results: ################################
2021-12-18 22:10:42 | INFO : Mean precision: 0.8847236217907396
2021-12-18 22:10:42 | INFO : Mean recall: 0.6243473199146437
2021-12-18 22:10:42 | INFO : Mean f_measure: 0.7280891277275582
2021-12-18 22:10:42 | INFO : Mean cosine_sim: 0.7913317946946604
2021-12-18 22:10:42 | INFO : Mean binary_crossentropy: 0.10875616514704893
2021-12-18 22:10:42 | INFO : Mean euclidean_distance: 1.1347876356500617
2021-12-18 22:10:42 | INFO : Mean binary_accuracy: 0.9718911931958907
2021-12-18 22:10:42 | INFO : Mean soft_accuracy: 0.9605976498331635
2021-12-18 22:10:42 | INFO : Mean accum_energy: 0.4936376633129468
2021-12-18 22:10:42 | INFO : Mean roc_auc_measure: 0.9865986178916518
2021-12-18 22:10:42 | INFO : Mean average_precision_score: 0.870202911841514
2021-12-18 22:10:42 | INFO : Mean Precision: 0.8847236217907396
2021-12-18 22:10:42 | INFO : Mean Recall: 0.6243473199146437
2021-12-18 22:10:42 | INFO : Mean Accuracy: 0.5776607526041433
2021-12-18 22:10:42 | INFO : Mean Substitution Error: 0.04235155128590547
2021-12-18 22:10:42 | INFO : Mean Miss Error: 0.3333011287994509
2021-12-18 22:10:42 | INFO : Mean False Alarm Error: 0.039046510564265995
2021-12-18 22:10:42 | INFO : Mean Total Error: 0.41469919064962235
2021-12-18 22:10:42 | INFO : Mean Chroma Precision: 0.9057901663423555
2021-12-18 22:10:42 | INFO : Mean Chroma Recall: 0.6386026252088046
2021-12-18 22:10:42 | INFO : Mean Chroma Accuracy: 0.5983110348378874
2021-12-18 22:10:42 | INFO : Mean Chroma Substitution Error: 0.028096245991744512
2021-12-18 22:10:42 | INFO : Mean Chroma Miss Error: 0.3333011287994509
2021-12-18 22:10:42 | INFO : Mean Chroma False Alarm Error: 0.039046510564265995
2021-12-18 22:10:42 | INFO : Mean Chroma Total Error: 0.4004438853554614
2021-12-18 22:10:42 | INFO :
2021-12-18 22:10:42 | INFO : Framewise precision: 0.8823157429934793
2021-12-18 22:10:42 | INFO : Framewise recall: 0.6248511731808983
2021-12-18 22:10:42 | INFO : Framewise f_measure: 0.7281085785508172
2021-12-18 22:10:42 | INFO : Framewise cosine_sim: 0.7913000505458931
2021-12-18 22:10:42 | INFO : Framewise binary_crossentropy: 0.10713405591258625
2021-12-18 22:10:42 | INFO : Framewise euclidean_distance: 1.1319696198481444
2021-12-18 22:10:42 | INFO : Framewise binary_accuracy: 0.9720788291023928
2021-12-18 22:10:42 | INFO : Framewise soft_accuracy: 0.9610407126154833
2021-12-18 22:10:42 | INFO : Framewise accum_energy: 0.4950898322603887
2021-12-18 22:10:42 | INFO : Framewise roc_auc_measure: 0.9871272738666125
2021-12-18 22:10:42 | INFO : Framewise average_precision_score: 0.8703043443409694
2021-12-18 22:10:42 | INFO : Framewise Precision: 0.8823157429934793
2021-12-18 22:10:42 | INFO : Framewise Recall: 0.6248511731808983
2021-12-18 22:10:42 | INFO : Framewise Accuracy: 0.5772567336483067
2021-12-18 22:10:42 | INFO : Framewise Substitution Error: 0.04147472811530548
2021-12-18 22:10:42 | INFO : Framewise Miss Error: 0.3336740987037961
2021-12-18 22:10:42 | INFO : Framewise False Alarm Error: 0.04194261834561568
2021-12-18 22:10:42 | INFO : Framewise Total Error: 0.4170914451647173
2021-12-18 22:10:42 | INFO : Framewise Chroma Precision: 0.902794491848
2021-12-18 22:10:42 | INFO : Framewise Chroma Recall: 0.6388901733173458
2021-12-18 22:10:42 | INFO : Framewise Chroma Accuracy: 0.5975368649187605
2021-12-18 22:10:42 | INFO : Framewise Chroma Substitution Error: 0.027435727978858047
2021-12-18 22:10:42 | INFO : Framewise Chroma Miss Error: 0.3336740987037961
2021-12-18 22:10:42 | INFO : Framewise Chroma False Alarm Error: 0.04194261834561568
2021-12-18 22:10:42 | INFO : Framewise Chroma Total Error: 0.40305244502827
2021-12-18 22:10:42 | INFO :
2021-12-18 22:10:42 | INFO :
2021-12-18 22:10:42 | INFO : ### Testing done. ################################################
2021-12-18 22:10:42 | INFO :
2021-12-18 22:10:42 | INFO : # Results for complete test set #########################
2021-12-18 22:10:42 | INFO : Mean precision: 0.7890032845111599
2021-12-18 22:10:42 | INFO : Mean recall: 0.7453697488798421
2021-12-18 22:10:42 | INFO : Mean f_measure: 0.7608064365424314
2021-12-18 22:10:42 | INFO : Mean cosine_sim: 0.7851076669577294
2021-12-18 22:10:42 | INFO : Mean binary_crossentropy: 0.08213278119233272
2021-12-18 22:10:42 | INFO : Mean euclidean_distance: 0.9650450437251282
2021-12-18 22:10:42 | INFO : Mean binary_accuracy: 0.9783291613901313
2021-12-18 22:10:42 | INFO : Mean soft_accuracy: 0.9674129781229003
2021-12-18 22:10:42 | INFO : Mean accum_energy: 0.5632459209993372
2021-12-18 22:10:42 | INFO : Mean roc_auc_measure: 0.9864023354209511
2021-12-18 22:10:42 | INFO : Mean average_precision_score: 0.8257914551777209
2021-12-18 22:10:42 | INFO : Mean Precision: 0.7890032845111599
2021-12-18 22:10:42 | INFO : Mean Recall: 0.7453697488798421
2021-12-18 22:10:42 | INFO : Mean Accuracy: 0.6220523769176465
2021-12-18 22:10:42 | INFO : Mean Substitution Error: 0.08397037684628628
2021-12-18 22:10:42 | INFO : Mean Miss Error: 0.1706598742738717
2021-12-18 22:10:42 | INFO : Mean False Alarm Error: 0.12976146008113293
2021-12-18 22:10:42 | INFO : Mean Total Error: 0.384391711201291
2021-12-18 22:10:42 | INFO : Mean Chroma Precision: 0.8108345383882727
2021-12-18 22:10:42 | INFO : Mean Chroma Recall: 0.7663008573820909
2021-12-18 22:10:42 | INFO : Mean Chroma Accuracy: 0.6487362098226134
2021-12-18 22:10:42 | INFO : Mean Chroma Substitution Error: 0.0630392683440372
2021-12-18 22:10:42 | INFO : Mean Chroma Miss Error: 0.1706598742738717
2021-12-18 22:10:42 | INFO : Mean Chroma False Alarm Error: 0.12976146008113293
2021-12-18 22:10:42 | INFO : Mean Chroma Total Error: 0.3634606026990418
2021-12-18 22:10:42 | INFO :
2021-12-18 22:10:42 | INFO : Framewise precision: 0.7811551863731404
2021-12-18 22:10:42 | INFO : Framewise recall: 0.7513336463236756
2021-12-18 22:10:42 | INFO : Framewise f_measure: 0.7620220125625824
2021-12-18 22:10:42 | INFO : Framewise cosine_sim: 0.7849288914251589
2021-12-18 22:10:42 | INFO : Framewise binary_crossentropy: 0.08095478978431775
2021-12-18 22:10:42 | INFO : Framewise euclidean_distance: 0.970965040788125
2021-12-18 22:10:42 | INFO : Framewise binary_accuracy: 0.9785833534475825
2021-12-18 22:10:42 | INFO : Framewise soft_accuracy: 0.9673186832082225
2021-12-18 22:10:42 | INFO : Framewise accum_energy: 0.5650889561373562
2021-12-18 22:10:42 | INFO : Framewise roc_auc_measure: 0.9864678756688494
2021-12-18 22:10:42 | INFO : Framewise average_precision_score: 0.8215803716247825
2021-12-18 22:10:42 | INFO : Framewise Precision: 0.7811551863731404
2021-12-18 22:10:42 | INFO : Framewise Recall: 0.7513336463236756
2021-12-18 22:10:42 | INFO : Framewise Accuracy: 0.6211977713059503
2021-12-18 22:10:42 | INFO : Framewise Substitution Error: 0.08882319485541308
2021-12-18 22:10:42 | INFO : Framewise Miss Error: 0.1598431588209115
2021-12-18 22:10:42 | INFO : Framewise False Alarm Error: 0.13435892803441232
2021-12-18 22:10:42 | INFO : Framewise Total Error: 0.38302528171073685
2021-12-18 22:10:42 | INFO : Framewise Chroma Precision: 0.8032144567783951
2021-12-18 22:10:42 | INFO : Framewise Chroma Recall: 0.7729125825307317
2021-12-18 22:10:42 | INFO : Framewise Chroma Accuracy: 0.649000194081853
2021-12-18 22:10:42 | INFO : Framewise Chroma Substitution Error: 0.06724425864835686
2021-12-18 22:10:42 | INFO : Framewise Chroma Miss Error: 0.1598431588209115
2021-12-18 22:10:42 | INFO : Framewise Chroma False Alarm Error: 0.13435892803441232
2021-12-18 22:10:42 | INFO : Framewise Chroma Total Error: 0.3614463455036807