2021-12-09 12:01:37 | INFO : Logging experiment exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs
2021-12-09 12:01:37 | INFO : Experiment config: do training = True
2021-12-09 12:01:37 | INFO : Experiment config: do validation = True
2021-12-09 12:01:37 | INFO : Experiment config: do testing = True
2021-12-09 12:01:37 | INFO : Training set parameters: {'context': 75, 'stride': 35, 'compression': 10, 'aug:transpsemitones': 5, 'aug:randomeq': 20, 'aug:noisestd': 0.0001, 'aug:tuning': True}
2021-12-09 12:01:37 | INFO : Validation set parameters: {'context': 75, 'stride': 35, 'compression': 10}
2021-12-09 12:01:37 | INFO : Test set parameters: {'context': 75, 'stride': 1, 'compression': 10}
2021-12-09 12:01:37 | INFO : Training parameters: {'batch_size': 25, 'shuffle': True, 'num_workers': 16}
2021-12-09 12:01:37 | INFO : Trained model saved in /tsi/clusterhome/cweiss/models/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs.pt
2021-12-09 12:01:37 | INFO : --- Training config: -----------------------------------------
2021-12-09 12:01:37 | INFO : Maximum number of epochs: 100
2021-12-09 12:01:37 | INFO : Criterion (Loss): BCELoss
2021-12-09 12:01:37 | INFO : Optimizer parameters: {'name': 'AdamW', 'initial_lr': 0.001, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.01, 'amsgrad': False}
2021-12-09 12:01:37 | 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}
2021-12-09 12:01:37 | INFO : Early stopping parameters: {'use_early_stopping': True, 'mode': 'min', 'min_delta': 1e-05, 'patience': 12, 'percentage': False}
2021-12-09 12:01:37 | INFO : Test parameters: {'batch_size': 50, 'shuffle': False, 'num_workers': 8}
2021-12-09 12:01:37 | 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.csv
2021-12-09 12:01:37 | INFO : Save model predictions = True, in folder /tsi/clusterhome/cweiss/predictions/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs
2021-12-09 12:01:37 | INFO : CUDA use_cuda: True
2021-12-09 12:01:37 | INFO : CUDA device: cuda:0
2021-12-09 12:01:45 | INFO : --- Model config: --------------------------------------------
2021-12-09 12:01:45 | INFO : Model: basic_cnn_segm_sigmoid
2021-12-09 12:01:45 | 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}
2021-12-09 12:01:46 | 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
==========================================================================================
2021-12-09 12:01:48 | INFO : - file 2530_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-09 12:01:50 | INFO : - file 1822_Mozart_K421_StringQuartet.npy added to training set.
2021-12-09 12:01:51 | INFO : - file 1752_Schubert_D845_PianoSonata.npy added to training set.
2021-12-09 12:01:53 | INFO : - file 2297_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-09 12:01:53 | INFO : - file 2240_Bach_BWV862_WTKI.npy added to training set.
2021-12-09 12:01:55 | INFO : - file 2463_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-09 12:01:55 | INFO : - file 2550_Beethoven_OP78_PianoSonata.npy added to training set.
2021-12-09 12:01:57 | INFO : - file 2566_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-09 12:01:59 | INFO : - file 2492_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-09 12:02:00 | INFO : - file 2359_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-09 12:02:02 | INFO : - file 2138_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-09 12:02:04 | INFO : - file 1811_Mozart_K581_ClarinetQuintet.npy added to validation set.
2021-12-09 12:02:07 | INFO : - file 2127_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-09 12:02:11 | INFO : - file 2531_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-09 12:02:12 | INFO : - file 2116_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-09 12:02:13 | INFO : - file 2284_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-09 12:02:15 | INFO : - file 2379_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-09 12:02:15 | INFO : - file 2237_Bach_BWV868_WTKI.npy added to training set.
2021-12-09 12:02:18 | INFO : - file 2313_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-09 12:02:19 | INFO : - file 1755_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-09 12:02:19 | INFO : - file 2405_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-09 12:02:20 | INFO : - file 2307_Bach_BWV863_WTKI.npy added to training set.
2021-12-09 12:02:25 | INFO : - file 2533_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-09 12:02:25 | INFO : - file 2200_Bach_BWV861_WTKI.npy added to training set.
2021-12-09 12:02:27 | INFO : - file 2567_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-09 12:02:28 | INFO : - file 2481_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-09 12:02:30 | INFO : - file 2334_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-09 12:02:30 | INFO : - file 2208_Bach_BWV855_WTKI.npy added to training set.
2021-12-09 12:02:32 | INFO : - file 1766_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-09 12:02:34 | INFO : - file 2169_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-09 12:02:38 | INFO : - file 2148_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-09 12:02:39 | INFO : - file 2501_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-09 12:02:42 | INFO : - file 2614_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-09 12:02:45 | INFO : - file 2557_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-09 12:02:47 | INFO : - file 2373_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-09 12:02:49 | INFO : - file 1733_Schubert_D959_PianoSonata.npy added to validation set.
2021-12-09 12:02:50 | INFO : - file 2079_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-09 12:02:51 | INFO : - file 1835_Mozart_K590_StringQuartet.npy added to training set.
2021-12-09 12:02:53 | INFO : - file 1873_Mozart_K502_PianoTrio.npy added to training set.
2021-12-09 12:02:54 | INFO : - file 2424_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-09 12:02:54 | INFO : - file 2209_Bach_BWV849_WTKI.npy added to training set.
2021-12-09 12:02:56 | INFO : - file 2410_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-09 12:02:57 | INFO : - file 2296_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-09 12:02:58 | INFO : - file 1817_Mozart_K375_Serenadein.npy added to training set.
2021-12-09 12:02:59 | INFO : - file 2472_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-09 12:03:01 | INFO : - file 2383_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-09 12:03:03 | INFO : - file 2462_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-09 12:03:04 | INFO : - file 2575_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-09 12:03:05 | INFO : - file 2320_Beethoven_OP38_Trioin.npy added to training set.
2021-12-09 12:03:05 | INFO : - file 2207_Bach_BWV855_WTKI.npy added to training set.
2021-12-09 12:03:07 | INFO : - file 2476_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-09 12:03:08 | INFO : - file 2371_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-09 12:03:10 | INFO : - file 2147_Brahms_OP36_StringSextet.npy added to training set.
2021-12-09 12:03:11 | INFO : - file 2215_Bach_BWV846_WTKI.npy added to training set.
2021-12-09 12:03:14 | INFO : - file 1777_Schubert_D850_PianoSonata.npy added to training set.
2021-12-09 12:03:15 | INFO : - file 2502_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-09 12:03:16 | INFO : - file 1922_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-09 12:03:18 | INFO : - file 1893_Mozart_K564_PianoTrio.npy added to training set.
2021-12-09 12:03:19 | INFO : - file 2186_Bach_BWV1006_ViolinPartita.npy added to validation set.
2021-12-09 12:03:21 | INFO : - file 2160_Brahms_OP40_HornTrio.npy added to training set.
2021-12-09 12:03:23 | INFO : - file 2509_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-09 12:03:25 | INFO : - file 2505_Beethoven_OP103_Octetin.npy added to training set.
2021-12-09 12:03:26 | INFO : - file 2506_Beethoven_OP103_Octetin.npy added to training set.
2021-12-09 12:03:26 | INFO : - file 2628_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-09 12:03:27 | INFO : - file 2218_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-09 12:03:28 | INFO : - file 2529_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-09 12:03:29 | INFO : - file 2374_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-09 12:03:31 | INFO : - file 2392_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-09 12:03:31 | INFO : - file 2231_Bach_BWV866_WTKI.npy added to training set.
2021-12-09 12:03:34 | INFO : - file 1813_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-09 12:03:34 | INFO : - file 2196_Bach_BWV848_WTKI.npy added to training set.
2021-12-09 12:03:36 | INFO : - file 2158_Brahms_OP40_HornTrio.npy added to validation set.
2021-12-09 12:03:38 | INFO : - file 1872_Mozart_K502_PianoTrio.npy added to training set.
2021-12-09 12:03:41 | INFO : - file 2621_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-09 12:03:44 | INFO : - file 2150_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-09 12:03:45 | INFO : - file 2217_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-09 12:03:45 | INFO : - file 2243_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-09 12:03:47 | INFO : - file 2433_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-09 12:03:48 | INFO : - file 2211_Bach_BWV857_WTKI.npy added to training set.
2021-12-09 12:03:50 | INFO : - file 1764_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-09 12:03:52 | INFO : - file 2348_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-09 12:03:53 | INFO : - file 1932_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-09 12:03:54 | INFO : - file 2232_Bach_BWV866_WTKI.npy added to training set.
2021-12-09 12:03:54 | INFO : - file 2203_Bach_BWV1013_Partitain.npy added to training set.
2021-12-09 12:03:57 | INFO : - file 2157_Brahms_OP18_StringSextet.npy added to validation set.
2021-12-09 12:03:59 | INFO : - file 2486_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-09 12:04:01 | INFO : - file 2393_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-09 12:04:02 | INFO : - file 2210_Bach_BWV849_WTKI.npy added to training set.
2021-12-09 12:04:02 | INFO : - file 2659_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-09 12:04:04 | INFO : - file 1729_Schubert_OP114_PianoQuintet.npy added to validation set.
2021-12-09 12:04:06 | INFO : - file 2678_Beethoven_OP14NO2_PianoSonata.npy added to training set.
2021-12-09 12:04:07 | INFO : - file 2221_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-09 12:04:08 | INFO : - file 2411_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-09 12:04:09 | INFO : - file 2343_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-09 12:04:11 | INFO : - file 1818_Mozart_K375_Serenadein.npy added to training set.
2021-12-09 12:04:13 | INFO : - file 1919_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-09 12:04:14 | INFO : - file 2415_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-09 12:04:14 | INFO : - file 2305_Bach_BWV859_WTKI.npy added to training set.
2021-12-09 12:04:16 | INFO : - file 2510_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-09 12:04:17 | INFO : - file 2608_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-09 12:04:20 | INFO : - file 2532_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-09 12:04:22 | INFO : - file 2542_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-09 12:04:23 | INFO : - file 2118_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-09 12:04:25 | INFO : - file 1756_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-09 12:04:27 | INFO : - file 1793_Mozart_K465_StringQuartet.npy added to training set.
2021-12-09 12:04:29 | INFO : - file 1758_Schubert_D958_PianoSonata.npy added to training set.
2021-12-09 12:04:31 | INFO : - file 2404_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-09 12:04:33 | INFO : - file 2491_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-09 12:04:34 | INFO : - file 2282_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-09 12:04:35 | INFO : - file 2304_Bach_BWV859_WTKI.npy added to training set.
2021-12-09 12:04:37 | INFO : - file 2149_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-09 12:04:39 | INFO : - file 2330_Beethoven_OP12NO1_ViolinSonata.npy added to training set.
2021-12-09 12:04:42 | INFO : - file 1916_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-09 12:04:43 | INFO : - file 2212_Bach_BWV857_WTKI.npy added to training set.
2021-12-09 12:04:45 | INFO : - file 2480_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-09 12:04:45 | INFO : - file 2214_Bach_BWV847_WTKI.npy added to training set.
2021-12-09 12:04:46 | INFO : - file 2195_Bach_BWV848_WTKI.npy added to training set.
2021-12-09 12:04:47 | INFO : - file 2477_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-09 12:04:48 | INFO : - file 2295_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-09 12:04:49 | INFO : - file 1768_Schubert_D664_PianoSonata.npy added to training set.
2021-12-09 12:04:51 | INFO : - file 2627_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-09 12:04:52 | INFO : - file 2431_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-09 12:04:53 | INFO : - file 2591_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-09 12:04:55 | INFO : - file 1775_Schubert_D850_PianoSonata.npy added to training set.
2021-12-09 12:04:57 | INFO : - file 2293_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-09 12:04:59 | INFO : - file 1791_Mozart_K465_StringQuartet.npy added to training set.
2021-12-09 12:04:59 | INFO : - file 2194_Bach_BWV858_WTKI.npy added to validation set.
2021-12-09 12:05:03 | INFO : - file 1742_Schubert_OP163_StringQuintet.npy added to training set.
2021-12-09 12:05:06 | INFO : - file 1776_Schubert_D850_PianoSonata.npy added to training set.
2021-12-09 12:05:10 | INFO : - file 2112_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-09 12:05:11 | INFO : - file 2423_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-09 12:05:13 | INFO : - file 2560_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-09 12:05:14 | INFO : - file 2219_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-09 12:05:16 | INFO : - file 2420_Beethoven_OP12NO2_ViolinSonata.npy added to training set.
2021-12-09 12:05:18 | INFO : - file 1763_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-09 12:05:19 | INFO : - file 2228_Bach_BWV851_WTKI.npy added to training set.
2021-12-09 12:05:22 | INFO : - file 2441_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-09 12:05:24 | INFO : - file 2570_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-09 12:05:26 | INFO : - file 1918_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-09 12:05:28 | INFO : - file 2451_Beethoven_OP18NO6_StringQuartet.npy added to training set.
2021-12-09 12:05:30 | INFO : - file 2177_Ravel_35_StringQuartet.npy added to training set.
2021-12-09 12:05:32 | INFO : - file 1788_Mozart_K465_StringQuartet.npy added to training set.
2021-12-09 12:05:34 | INFO : - file 2179_Ravel_35_StringQuartet.npy added to training set.
2021-12-09 12:05:36 | INFO : - file 2346_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-09 12:05:38 | INFO : - file 2376_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-09 12:05:39 | INFO : - file 2620_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-09 12:05:41 | INFO : - file 2390_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-09 12:05:43 | INFO : - file 2335_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-09 12:05:44 | INFO : - file 2403_Beethoven_OP18NO1_StringQuartet.npy added to training set.
2021-12-09 12:05:45 | INFO : - file 2247_Bach_BWV854_WTKI.npy added to training set.
2021-12-09 12:05:45 | INFO : - file 2432_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-09 12:05:46 | INFO : - file 2292_Bach_BWV864_WTKI.npy added to training set.
2021-12-09 12:05:47 | INFO : - file 2076_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-09 12:05:48 | INFO : - file 1790_Mozart_K465_StringQuartet.npy added to training set.
2021-12-09 12:05:49 | INFO : - file 2302_Bach_BWV850_WTKI.npy added to training set.
2021-12-09 12:05:51 | INFO : - file 2391_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-09 12:05:52 | INFO : - file 1933_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-09 12:05:54 | INFO : - file 2514_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-09 12:05:56 | INFO : - file 1829_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-09 12:05:58 | INFO : - file 1923_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-09 12:06:01 | INFO : - file 2377_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-09 12:06:03 | INFO : - file 1931_Dvorak_OP96_StringQuartet.npy added to training set.
2021-12-09 12:06:04 | INFO : - file 2294_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-09 12:06:05 | INFO : - file 2384_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-09 12:06:07 | INFO : - file 2241_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-09 12:06:08 | INFO : - file 2242_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-09 12:06:09 | INFO : - file 2283_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-09 12:06:11 | INFO : - file 2632_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-09 12:06:13 | INFO : - file 1760_Schubert_D958_PianoSonata.npy added to training set.
2021-12-09 12:06:16 | INFO : - file 2568_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-09 12:06:18 | INFO : - file 2345_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-09 12:06:19 | INFO : - file 2576_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-09 12:06:20 | INFO : - file 2131_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-09 12:06:22 | INFO : - file 2537_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-09 12:06:24 | INFO : - file 2607_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-09 12:06:25 | INFO : - file 2230_Bach_BWV865_WTKI.npy added to training set.
2021-12-09 12:06:26 | INFO : - file 2167_Faure_OP45_PianoQuartet.npy added to validation set.
2021-12-09 12:06:28 | INFO : - file 2603_Beethoven_OP81NO1_PianoSonata.npy added to training set.
2021-12-09 12:06:29 | INFO : - file 2594_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-09 12:06:30 | INFO : - file 2204_Bach_BWV1013_Partitain.npy added to training set.
2021-12-09 12:06:32 | INFO : - file 2523_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-09 12:06:34 | INFO : - file 2357_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-09 12:06:38 | INFO : - file 2398_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-09 12:06:38 | INFO : - file 2310_Bach_BWV860_WTKI.npy added to training set.
2021-12-09 12:06:40 | INFO : - file 2078_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-09 12:06:43 | INFO : - file 2521_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-09 12:06:44 | INFO : - file 2562_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-09 12:06:45 | INFO : - file 1824_Mozart_K421_StringQuartet.npy added to training set.
2021-12-09 12:06:48 | INFO : - file 2318_Beethoven_OP38_Trioin.npy added to validation set.
2021-12-09 12:06:49 | INFO : - file 1773_Schubert_D568_PianoSonata.npy added to training set.
2021-12-09 12:06:54 | INFO : - file 2443_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-09 12:06:56 | INFO : - file 2114_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-09 12:06:58 | INFO : - file 2488_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-09 12:06:59 | INFO : - file 2198_Bach_BWV867_WTKI.npy added to training set.
2021-12-09 12:07:00 | INFO : - file 2350_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-09 12:07:01 | INFO : - file 2595_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-09 12:07:03 | INFO : - file 1805_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-09 12:07:04 | INFO : - file 2113_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-09 12:07:06 | INFO : - file 2075_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-09 12:07:07 | INFO : - file 2516_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-09 12:07:08 | INFO : - file 2497_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-09 12:07:09 | INFO : - file 2507_Beethoven_OP103_Octetin.npy added to training set.
2021-12-09 12:07:11 | INFO : - file 2389_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-09 12:07:12 | INFO : - file 2222_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-09 12:07:13 | INFO : - file 2372_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-09 12:07:15 | INFO : - file 2471_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-09 12:07:16 | INFO : - file 2105_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-09 12:07:19 | INFO : - file 2388_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-09 12:07:19 | INFO : - file 2213_Bach_BWV847_WTKI.npy added to training set.
2021-12-09 12:07:22 | INFO : - file 2629_Beethoven_OP96_ViolinSonata.npy added to validation set.
2021-12-09 12:07:23 | INFO : - file 2417_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-09 12:07:25 | INFO : - file 1751_Schubert_D845_PianoSonata.npy added to training set.
2021-12-09 12:07:26 | INFO : - file 1728_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-09 12:07:27 | INFO : - file 2227_Bach_BWV851_WTKI.npy added to training set.
2021-12-09 12:07:28 | INFO : - file 1734_Schubert_D959_PianoSonata.npy added to training set.
2021-12-09 12:07:29 | INFO : - file 2224_Bach_BWV852_WTKI.npy added to training set.
2021-12-09 12:07:30 | INFO : - file 2285_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-09 12:07:32 | INFO : - file 2159_Brahms_OP40_HornTrio.npy added to training set.
2021-12-09 12:07:33 | INFO : - file 2117_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-09 12:07:35 | INFO : - file 2155_Brahms_OP18_StringSextet.npy added to training set.
2021-12-09 12:07:38 | INFO : - file 1771_Schubert_D568_PianoSonata.npy added to training set.
2021-12-09 12:07:41 | INFO : - file 2571_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-09 12:07:42 | INFO : - file 2229_Bach_BWV865_WTKI.npy added to training set.
2021-12-09 12:07:44 | INFO : - file 2325_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-09 12:07:47 | INFO : - file 1749_Schubert_D845_PianoSonata.npy added to training set.
2021-12-09 12:07:48 | INFO : - file 2573_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-09 12:07:50 | INFO : - file 2596_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-09 12:07:51 | INFO : - file 2300_Bach_BWV853_WTKI.npy added to training set.
2021-12-09 12:07:52 | INFO : - file 2487_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-09 12:07:54 | INFO : - file 2119_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-09 12:07:57 | INFO : - file 1765_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-09 12:07:59 | INFO : - file 2528_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-09 12:08:01 | INFO : - file 1727_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-09 12:08:03 | INFO : - file 2314_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-09 12:08:04 | INFO : - file 2202_Bach_BWV1013_Partitain.npy added to training set.
2021-12-09 12:08:05 | INFO : - file 2239_Bach_BWV862_WTKI.npy added to training set.
2021-12-09 12:08:08 | INFO : - file 2444_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-09 12:08:09 | INFO : - file 2581_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-09 12:08:11 | INFO : - file 2244_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-09 12:08:13 | INFO : - file 1792_Mozart_K465_StringQuartet.npy added to training set.
2021-12-09 12:08:15 | INFO : - file 1812_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-09 12:08:17 | INFO : - file 2490_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-09 12:08:18 | INFO : - file 2442_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-09 12:08:20 | INFO : - file 2564_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-09 12:08:23 | INFO : - file 2611_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-09 12:08:24 | INFO : - file 2422_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-09 12:08:26 | INFO : - file 2483_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-09 12:08:27 | INFO : - file 2342_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-09 12:08:31 | INFO : - file 2366_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-09 12:08:32 | INFO : - file 2358_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-09 12:08:33 | INFO : - file 2555_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-09 12:08:35 | INFO : - file 2622_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-09 12:08:36 | INFO : - file 2289_Bach_BWV1002_ViolinPartita.npy added to validation set.
2021-12-09 12:08:37 | INFO : - file 2080_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-09 12:08:39 | INFO : - file 2588_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-09 12:08:41 | INFO : - file 2494_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-09 12:08:43 | INFO : - file 1789_Mozart_K465_StringQuartet.npy added to training set.
2021-12-09 12:08:45 | INFO : - file 2168_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-09 12:08:47 | INFO : - file 1859_Mozart_K464_StringQuartet.npy added to training set.
2021-12-09 12:08:49 | INFO : - file 2586_Beethoven_OP102NO1_CelloSonata.npy added to training set.
2021-12-09 12:08:50 | INFO : - file 2478_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-09 12:08:55 | INFO : - file 2315_Beethoven_OP132_StringQuartet.npy added to validation set.
2021-12-09 12:08:56 | INFO : - file 2201_Bach_BWV861_WTKI.npy added to training set.
2021-12-09 12:08:56 | INFO : - file 2572_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-09 12:08:57 | INFO : - file 2238_Bach_BWV868_WTKI.npy added to training set.
2021-12-09 12:08:57 | INFO : - file 2248_Bach_BWV854_WTKI.npy added to training set.
2021-12-09 12:09:00 | INFO : - file 1735_Schubert_D959_PianoSonata.npy added to training set.
2021-12-09 12:09:01 | INFO : - file 2308_Bach_BWV863_WTKI.npy added to training set.
2021-12-09 12:09:05 | INFO : - file 2154_Brahms_OP18_StringSextet.npy added to training set.
2021-12-09 12:09:06 | INFO : - file 2140_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-09 12:09:08 | INFO : - file 2077_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-09 12:09:10 | INFO : - file 1807_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-09 12:09:12 | INFO : - file 2406_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-09 12:09:14 | INFO : - file 1772_Schubert_D568_PianoSonata.npy added to training set.
2021-12-09 12:09:15 | INFO : - file 2156_Brahms_OP18_StringSextet.npy added to training set.
2021-12-09 12:09:18 | INFO : - file 1757_Schubert_D958_PianoSonata.npy added to training set.
2021-12-09 12:09:21 | INFO : - file 2436_Beethoven_OP53_PianoSonata.npy added to training set.
2021-12-09 12:09:23 | INFO : - file 2364_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-09 12:09:23 | INFO : - file 2538_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-09 12:09:24 | INFO : - file 2336_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-09 12:09:26 | INFO : - file 2466_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-09 12:09:28 | INFO : - file 2677_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-09 12:09:29 | INFO : - file 2081_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-09 12:09:31 | INFO : - file 2151_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-09 12:09:33 | INFO : - file 2512_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-09 12:09:34 | INFO : - file 2083_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-09 12:09:36 | INFO : - file 2368_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-09 12:09:37 | INFO : - file 2082_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-09 12:09:39 | INFO : - file 2178_Ravel_35_StringQuartet.npy added to training set.
2021-12-09 12:09:42 | INFO : - file 2322_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-09 12:09:43 | INFO : - file 2633_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-09 12:09:44 | INFO : - file 2220_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-09 12:09:45 | INFO : - file 1828_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-09 12:09:47 | INFO : - file 2527_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-09 12:09:48 | INFO : - file 2540_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-09 12:09:50 | INFO : - file 2582_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-09 12:09:51 | INFO : - file 2225_Bach_BWV852_WTKI.npy added to training set.
2021-12-09 12:09:52 | INFO : - file 1876_Mozart_K496_PianoTrio.npy added to training set.
2021-12-09 12:09:55 | INFO : - file 2593_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-09 12:09:58 | INFO : - file 2482_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-09 12:10:00 | INFO : - file 2341_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-09 12:10:01 | INFO : - file 2288_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-09 12:10:03 | INFO : - file 2504_Beethoven_OP103_Octetin.npy added to training set.
2021-12-09 12:10:05 | INFO : - file 2381_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-09 12:10:07 | INFO : - file 2104_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-09 12:10:09 | INFO : - file 2365_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-09 12:10:11 | INFO : - file 1739_Schubert_OP99_PianoTrio.npy added to training set.
2021-12-09 12:10:14 | INFO : - file 1750_Schubert_D845_PianoSonata.npy added to training set.
2021-12-09 12:10:16 | INFO : - file 2473_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-09 12:10:17 | INFO : - file 2180_Ravel_35_StringQuartet.npy added to training set.
2021-12-09 12:10:20 | INFO : - file 2397_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-09 12:10:23 | INFO : - file 2626_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-09 12:10:25 | INFO : - file 1730_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-09 12:10:26 | INFO : - file 2522_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-09 12:10:27 | INFO : - file 2619_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-09 12:10:27 | INFO : - file 2234_Bach_BWV856_WTKI.npy added to training set.
2021-12-09 12:10:29 | INFO : - file 2618_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-09 12:10:31 | INFO : - file 2161_Brahms_OP40_HornTrio.npy added to training set.
2021-12-09 12:10:34 | INFO : - file 2166_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-09 12:10:36 | INFO : - file 2319_Beethoven_OP38_Trioin.npy added to training set.
2021-12-09 12:10:38 | INFO : - file 2590_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-09 12:10:38 | INFO : ######## Training set MusicNet generated, length 133177 ######
2021-12-09 12:10:38 | INFO : ######## Validation set MusicNet generated, length 15491 ######
2021-12-09 12:10:39 | INFO : - file Schubert_D911-06_AL98.npy added to training set.
2021-12-09 12:10:40 | INFO : - file Schubert_D911-11_OL06.npy added to training set.
2021-12-09 12:10:41 | INFO : - file Schubert_D911-10_FI80.npy added to training set.
2021-12-09 12:10:42 | INFO : - file Schubert_D911-05_FI80.npy added to training set.
2021-12-09 12:10:44 | INFO : - file Schubert_D911-06_QU98.npy added to training set.
2021-12-09 12:10:45 | INFO : - file Schubert_D911-04_FI80.npy added to training set.
2021-12-09 12:10:46 | INFO : - file Schubert_D911-05_QU98.npy added to training set.
2021-12-09 12:10:47 | INFO : - file Schubert_D911-12_AL98.npy added to training set.
2021-12-09 12:10:48 | INFO : - file Schubert_D911-10_AL98.npy added to training set.
2021-12-09 12:10:48 | INFO : - file Schubert_D911-04_FI55.npy added to training set.
2021-12-09 12:10:49 | INFO : - file Schubert_D911-04_AL98.npy added to training set.
2021-12-09 12:10:50 | INFO : - file Schubert_D911-14_TR99.npy added to validation set.
2021-12-09 12:10:51 | INFO : - file Schubert_D911-10_FI55.npy added to training set.
2021-12-09 12:10:51 | INFO : - file Schubert_D911-02_FI55.npy added to training set.
2021-12-09 12:10:52 | INFO : - file Schubert_D911-03_AL98.npy added to training set.
2021-12-09 12:10:53 | INFO : - file Schubert_D911-10_OL06.npy added to training set.
2021-12-09 12:10:53 | INFO : - file Schubert_D911-15_FI66.npy added to validation set.
2021-12-09 12:10:55 | INFO : - file Schubert_D911-05_FI55.npy added to training set.
2021-12-09 12:10:55 | INFO : - file Schubert_D911-09_FI55.npy added to training set.
2021-12-09 12:10:56 | INFO : - file Schubert_D911-13_OL06.npy added to training set.
2021-12-09 12:10:57 | INFO : - file Schubert_D911-03_QU98.npy added to training set.
2021-12-09 12:10:57 | INFO : - file Schubert_D911-15_TR99.npy added to validation set.
2021-12-09 12:10:58 | INFO : - file Schubert_D911-13_QU98.npy added to training set.
2021-12-09 12:10:58 | INFO : - file Schubert_D911-13_AL98.npy added to training set.
2021-12-09 12:10:59 | INFO : - file Schubert_D911-08_FI80.npy added to training set.
2021-12-09 12:11:00 | INFO : - file Schubert_D911-13_FI80.npy added to training set.
2021-12-09 12:11:00 | INFO : - file Schubert_D911-16_FI66.npy added to validation set.
2021-12-09 12:11:01 | INFO : - file Schubert_D911-03_OL06.npy added to training set.
2021-12-09 12:11:02 | INFO : - file Schubert_D911-11_FI55.npy added to training set.
2021-12-09 12:11:03 | INFO : - file Schubert_D911-02_OL06.npy added to training set.
2021-12-09 12:11:04 | INFO : - file Schubert_D911-06_FI80.npy added to training set.
2021-12-09 12:11:05 | INFO : - file Schubert_D911-01_FI80.npy added to training set.
2021-12-09 12:11:07 | INFO : - file Schubert_D911-01_AL98.npy added to training set.
2021-12-09 12:11:08 | INFO : - file Schubert_D911-01_OL06.npy added to training set.
2021-12-09 12:11:09 | INFO : - file Schubert_D911-16_TR99.npy added to validation set.
2021-12-09 12:11:09 | INFO : - file Schubert_D911-03_FI80.npy added to training set.
2021-12-09 12:11:10 | INFO : - file Schubert_D911-04_QU98.npy added to training set.
2021-12-09 12:11:11 | INFO : - file Schubert_D911-11_AL98.npy added to training set.
2021-12-09 12:11:12 | INFO : - file Schubert_D911-10_QU98.npy added to training set.
2021-12-09 12:11:13 | INFO : - file Schubert_D911-13_FI55.npy added to training set.
2021-12-09 12:11:13 | INFO : - file Schubert_D911-09_AL98.npy added to training set.
2021-12-09 12:11:15 | INFO : - file Schubert_D911-01_QU98.npy added to training set.
2021-12-09 12:11:16 | INFO : - file Schubert_D911-04_OL06.npy added to training set.
2021-12-09 12:11:17 | INFO : - file Schubert_D911-05_AL98.npy added to training set.
2021-12-09 12:11:18 | INFO : - file Schubert_D911-02_QU98.npy added to training set.
2021-12-09 12:11:19 | INFO : - file Schubert_D911-07_OL06.npy added to training set.
2021-12-09 12:11:20 | INFO : - file Schubert_D911-11_FI80.npy added to training set.
2021-12-09 12:11:21 | INFO : - file Schubert_D911-06_OL06.npy added to training set.
2021-12-09 12:11:22 | INFO : - file Schubert_D911-07_QU98.npy added to training set.
2021-12-09 12:11:23 | INFO : - file Schubert_D911-01_FI55.npy added to training set.
2021-12-09 12:11:24 | INFO : - file Schubert_D911-03_FI55.npy added to training set.
2021-12-09 12:11:26 | INFO : - file Schubert_D911-05_OL06.npy added to training set.
2021-12-09 12:11:27 | INFO : - file Schubert_D911-12_QU98.npy added to training set.
2021-12-09 12:11:27 | INFO : - file Schubert_D911-14_FI66.npy added to validation set.
2021-12-09 12:11:29 | INFO : - file Schubert_D911-11_QU98.npy added to training set.
2021-12-09 12:11:30 | INFO : - file Schubert_D911-06_FI55.npy added to training set.
2021-12-09 12:11:30 | INFO : - file Schubert_D911-02_AL98.npy added to training set.
2021-12-09 12:11:31 | INFO : - file Schubert_D911-09_OL06.npy added to training set.
2021-12-09 12:11:32 | INFO : - file Schubert_D911-12_FI80.npy added to training set.
2021-12-09 12:11:33 | INFO : - file Schubert_D911-08_OL06.npy added to training set.
2021-12-09 12:11:33 | INFO : - file Schubert_D911-09_FI80.npy added to training set.
2021-12-09 12:11:34 | INFO : - file Schubert_D911-09_QU98.npy added to training set.
2021-12-09 12:11:35 | INFO : - file Schubert_D911-07_FI55.npy added to training set.
2021-12-09 12:11:36 | INFO : - file Schubert_D911-02_FI80.npy added to training set.
2021-12-09 12:11:36 | INFO : - file Schubert_D911-08_QU98.npy added to training set.
2021-12-09 12:11:37 | INFO : - file Schubert_D911-08_FI55.npy added to training set.
2021-12-09 12:11:38 | INFO : - file Schubert_D911-07_FI80.npy added to training set.
2021-12-09 12:11:39 | INFO : - file Schubert_D911-07_AL98.npy added to training set.
2021-12-09 12:11:40 | INFO : - file Schubert_D911-12_FI55.npy added to training set.
2021-12-09 12:11:40 | INFO : - file Schubert_D911-08_AL98.npy added to training set.
2021-12-09 12:11:41 | INFO : - file Schubert_D911-12_OL06.npy added to training set.
2021-12-09 12:11:41 | INFO : ######## Training set SchubertWR generated, length 92820 ######
2021-12-09 12:11:41 | INFO : ######## Validation set SchubertWR generated, length 9466 ######
2021-12-09 12:11:41 | INFO : - file 01-AchGottundHerr.npy added to training set.
2021-12-09 12:11:41 | INFO : - file 06-DieSonne.npy added to validation set.
2021-12-09 12:11:42 | INFO : - file 05-DieNacht.npy added to validation set.
2021-12-09 12:11:42 | INFO : - file 03-ChristederdubistTagundLicht.npy added to training set.
2021-12-09 12:11:42 | INFO : - file 02-AchLiebenChristen.npy added to training set.
2021-12-09 12:11:42 | INFO : - file 04-ChristeDuBeistand.npy added to training set.
2021-12-09 12:11:42 | INFO : ######## Training set Bach10 generated, length 5421 ######
2021-12-09 12:11:42 | INFO : ######## Validation set Bach10 generated, length 2827 ######
2021-12-09 12:11:43 | INFO : - file mahler.npy added to training set.
2021-12-09 12:11:44 | INFO : - file beethoven.npy added to training set.
2021-12-09 12:11:44 | INFO : ######## Training set PHENICX-Anechoic generated, length 6884 ######
2021-12-09 12:11:44 | INFO : - file CSD_Traditional_ElRossinyol.npy added to training set.
2021-12-09 12:11:45 | INFO : - file CSD_Guerrero_NinoDios_noalt.npy added to validation set.
2021-12-09 12:11:45 | INFO : - file CSD_Guerrero_NinoDios_nosop.npy added to validation set.
2021-12-09 12:11:46 | INFO : - file CSD_Guerrero_NinoDios_nobas.npy added to validation set.
2021-12-09 12:11:46 | INFO : - file CSD_Guerrero_NinoDios_noten.npy added to validation set.
2021-12-09 12:11:47 | INFO : - file CSD_Traditional_ElRossinyol_nobas.npy added to training set.
2021-12-09 12:11:48 | INFO : - file CSD_Traditional_ElRossinyol_noten.npy added to training set.
2021-12-09 12:11:48 | INFO : - file CSD_Traditional_ElRossinyol_nosop.npy added to training set.
2021-12-09 12:11:49 | INFO : - file CSD_Traditional_ElRossinyol_noalt.npy added to training set.
2021-12-09 12:11:49 | INFO : - file CSD_Guerrero_NinoDios.npy added to validation set.
2021-12-09 12:11:49 | INFO : ######## Training set ChoralSingingDataset generated, length 7274 ######
2021-12-09 12:11:49 | INFO : ######## Validation set ChoralSingingDataset generated, length 5555 ######
2021-12-09 12:11:49 | INFO : Training set & loader generated, length 245576
2021-12-09 12:11:49 | INFO : Validation set & loader generated, length 33339
2021-12-09 12:11:49 | INFO :
###################### START TRAINING ######################
2021-12-09 12:26:12 | INFO : Epoch #0 finished. Train Loss: 0.0915, Val Loss: 0.0838 with lr: 0.00100
2021-12-09 12:26:12 | INFO : .... model of epoch 0 saved.
2021-12-09 12:40:34 | INFO : Epoch #1 finished. Train Loss: 0.0841, Val Loss: 0.0778 with lr: 0.00100
2021-12-09 12:40:35 | INFO : .... model of epoch #1 saved.
2021-12-09 12:55:02 | INFO : Epoch #2 finished. Train Loss: 0.0816, Val Loss: 0.0757 with lr: 0.00100
2021-12-09 12:55:02 | INFO : .... model of epoch #2 saved.
2021-12-09 13:09:53 | INFO : Epoch #3 finished. Train Loss: 0.0805, Val Loss: 0.0796 with lr: 0.00100
2021-12-09 13:27:20 | INFO : Epoch #4 finished. Train Loss: 0.0794, Val Loss: 0.0747 with lr: 0.00100
2021-12-09 13:27:20 | INFO : .... model of epoch #4 saved.
2021-12-09 13:44:07 | INFO : Epoch #5 finished. Train Loss: 0.0785, Val Loss: 0.0734 with lr: 0.00100
2021-12-09 13:44:07 | INFO : .... model of epoch #5 saved.
2021-12-09 14:01:06 | INFO : Epoch #6 finished. Train Loss: 0.0777, Val Loss: 0.0728 with lr: 0.00100
2021-12-09 14:01:07 | INFO : .... model of epoch #6 saved.
2021-12-09 14:18:34 | INFO : Epoch #7 finished. Train Loss: 0.0768, Val Loss: 0.0734 with lr: 0.00100
2021-12-09 14:35:21 | INFO : Epoch #8 finished. Train Loss: 0.0768, Val Loss: 0.0749 with lr: 0.00100
2021-12-09 14:52:21 | INFO : Epoch #9 finished. Train Loss: 0.0761, Val Loss: 0.0728 with lr: 0.00100
2021-12-09 15:09:52 | INFO : Epoch #10 finished. Train Loss: 0.0760, Val Loss: 0.0726 with lr: 0.00100
2021-12-09 15:09:52 | INFO : .... model of epoch #10 saved.
2021-12-09 15:26:39 | INFO : Epoch #11 finished. Train Loss: 0.0756, Val Loss: 0.0761 with lr: 0.00100
2021-12-09 15:43:26 | INFO : Epoch #12 finished. Train Loss: 0.0751, Val Loss: 0.0715 with lr: 0.00100
2021-12-09 15:43:26 | INFO : .... model of epoch #12 saved.
2021-12-09 16:01:12 | INFO : Epoch #13 finished. Train Loss: 0.0749, Val Loss: 0.0705 with lr: 0.00100
2021-12-09 16:01:12 | INFO : .... model of epoch #13 saved.
2021-12-09 16:17:58 | INFO : Epoch #14 finished. Train Loss: 0.0747, Val Loss: 0.0703 with lr: 0.00100
2021-12-09 16:17:58 | INFO : .... model of epoch #14 saved.
2021-12-09 16:34:45 | INFO : Epoch #15 finished. Train Loss: 0.0747, Val Loss: 0.0709 with lr: 0.00100
2021-12-09 16:51:31 | INFO : Epoch #16 finished. Train Loss: 0.0742, Val Loss: 0.0719 with lr: 0.00100
2021-12-09 17:09:17 | INFO : Epoch #17 finished. Train Loss: 0.0739, Val Loss: 0.0715 with lr: 0.00100
2021-12-09 17:26:04 | INFO : Epoch #18 finished. Train Loss: 0.0740, Val Loss: 0.0733 with lr: 0.00100
2021-12-09 17:42:51 | INFO : Epoch #19 finished. Train Loss: 0.0736, Val Loss: 0.0708 with lr: 0.00100
2021-12-09 17:59:38 | INFO : Epoch #20 finished. Train Loss: 0.0739, Val Loss: 0.0712 with lr: 0.00100
2021-12-09 18:16:25 | INFO : Epoch #21 finished. Train Loss: 0.0701, Val Loss: 0.0719 with lr: 0.00050
2021-12-09 18:31:00 | INFO : Epoch #22 finished. Train Loss: 0.0696, Val Loss: 0.0689 with lr: 0.00050
2021-12-09 18:31:00 | INFO : .... model of epoch #22 saved.
2021-12-09 18:45:22 | INFO : Epoch #23 finished. Train Loss: 0.0694, Val Loss: 0.0692 with lr: 0.00050
2021-12-09 18:59:44 | INFO : Epoch #24 finished. Train Loss: 0.0693, Val Loss: 0.0695 with lr: 0.00050
2021-12-09 19:14:06 | INFO : Epoch #25 finished. Train Loss: 0.0689, Val Loss: 0.0695 with lr: 0.00050
2021-12-09 19:28:28 | INFO : Epoch #26 finished. Train Loss: 0.0687, Val Loss: 0.0697 with lr: 0.00050
2021-12-09 19:42:50 | INFO : Epoch #27 finished. Train Loss: 0.0684, Val Loss: 0.0683 with lr: 0.00050
2021-12-09 19:42:50 | INFO : .... model of epoch #27 saved.
2021-12-09 19:57:12 | INFO : Epoch #28 finished. Train Loss: 0.0687, Val Loss: 0.0699 with lr: 0.00050
2021-12-09 20:11:34 | INFO : Epoch #29 finished. Train Loss: 0.0685, Val Loss: 0.0683 with lr: 0.00050
2021-12-09 20:25:57 | INFO : Epoch #30 finished. Train Loss: 0.0681, Val Loss: 0.0694 with lr: 0.00050
2021-12-09 20:40:18 | INFO : Epoch #31 finished. Train Loss: 0.0678, Val Loss: 0.0703 with lr: 0.00050
2021-12-09 20:54:40 | INFO : Epoch #32 finished. Train Loss: 0.0679, Val Loss: 0.0697 with lr: 0.00050
2021-12-09 21:09:01 | INFO : Epoch #33 finished. Train Loss: 0.0679, Val Loss: 0.0702 with lr: 0.00050
2021-12-09 21:23:23 | INFO : Epoch #34 finished. Train Loss: 0.0655, Val Loss: 0.0685 with lr: 0.00025
2021-12-09 21:37:44 | INFO : Epoch #35 finished. Train Loss: 0.0652, Val Loss: 0.0687 with lr: 0.00025
2021-12-09 21:52:06 | INFO : Epoch #36 finished. Train Loss: 0.0647, Val Loss: 0.0694 with lr: 0.00025
2021-12-09 22:06:29 | INFO : Epoch #37 finished. Train Loss: 0.0648, Val Loss: 0.0676 with lr: 0.00025
2021-12-09 22:06:29 | INFO : .... model of epoch #37 saved.
2021-12-09 22:20:51 | INFO : Epoch #38 finished. Train Loss: 0.0647, Val Loss: 0.0680 with lr: 0.00025
2021-12-09 22:35:12 | INFO : Epoch #39 finished. Train Loss: 0.0646, Val Loss: 0.0684 with lr: 0.00025
2021-12-09 22:49:34 | INFO : Epoch #40 finished. Train Loss: 0.0643, Val Loss: 0.0687 with lr: 0.00025
2021-12-09 23:03:55 | INFO : Epoch #41 finished. Train Loss: 0.0643, Val Loss: 0.0675 with lr: 0.00025
2021-12-09 23:03:55 | INFO : .... model of epoch #41 saved.
2021-12-09 23:18:17 | INFO : Epoch #42 finished. Train Loss: 0.0639, Val Loss: 0.0699 with lr: 0.00025
2021-12-09 23:32:38 | INFO : Epoch #43 finished. Train Loss: 0.0637, Val Loss: 0.0698 with lr: 0.00025
2021-12-09 23:47:00 | INFO : Epoch #44 finished. Train Loss: 0.0636, Val Loss: 0.0696 with lr: 0.00025
2021-12-10 00:01:21 | INFO : Epoch #45 finished. Train Loss: 0.0639, Val Loss: 0.0684 with lr: 0.00025
2021-12-10 00:15:42 | INFO : Epoch #46 finished. Train Loss: 0.0636, Val Loss: 0.0682 with lr: 0.00025
2021-12-10 00:30:03 | INFO : Epoch #47 finished. Train Loss: 0.0633, Val Loss: 0.0676 with lr: 0.00025
2021-12-10 00:44:25 | INFO : Epoch #48 finished. Train Loss: 0.0623, Val Loss: 0.0686 with lr: 0.00013
2021-12-10 00:58:46 | INFO : Epoch #49 finished. Train Loss: 0.0618, Val Loss: 0.0684 with lr: 0.00013
2021-12-10 01:13:08 | INFO : Epoch #50 finished. Train Loss: 0.0619, Val Loss: 0.0686 with lr: 0.00013
2021-12-10 01:27:30 | INFO : Epoch #51 finished. Train Loss: 0.0615, Val Loss: 0.0678 with lr: 0.00013
2021-12-10 01:41:52 | INFO : Epoch #52 finished. Train Loss: 0.0616, Val Loss: 0.0677 with lr: 0.00013
2021-12-10 01:56:13 | INFO : Epoch #53 finished. Train Loss: 0.0615, Val Loss: 0.0684 with lr: 0.00013
2021-12-10 01:56:13 | INFO : ### trained model saved in /tsi/clusterhome/cweiss/models/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs.pt
2021-12-10 11:35:50 | INFO :
###################### START TESTING ######################
2021-12-10 11:35:50 | INFO : ### trained model loaded from /tsi/clusterhome/cweiss/models/exp216c_traintest_bigmix_aligned_pitch_cnn_verywide_test10files_augall_AdamW_smallepochs.pt
2021-12-10 11:36:19 | INFO : file 2106_Haydn_OP64NO5_QuartetNo.npy tested. Av. Prec: 0.6972841893456074
2021-12-10 11:36:37 | INFO : file 1819_Mozart_K375_Serenadein.npy tested. Av. Prec: 0.7683350685064457
2021-12-10 11:36:52 | INFO : file 2416_Beethoven_OP71_Sextetin.npy tested. Av. Prec: 0.6271283210155268
2021-12-10 11:37:02 | INFO : file 2303_Bach_BWV850_WTKI.npy tested. Av. Prec: 0.789436957667403
2021-12-10 11:37:22 | INFO : file 1759_Schubert_D958_PianoSonata.npy tested. Av. Prec: 0.7487285559321264
2021-12-10 11:37:33 | INFO : file 2191_Bach_BWV1006_ViolinPartita.npy tested. Av. Prec: 0.733702077869068
2021-12-10 11:38:24 | INFO : file 2629_Beethoven_OP96_ViolinSonata.npy tested. Av. Prec: 0.7968424037747557
2021-12-10 11:38:37 | INFO : file 2382_Beethoven_OP130_StringQuartet.npy tested. Av. Prec: 0.48726780772281475
2021-12-10 11:38:52 | INFO : file 2556_Beethoven_OP109_PianoSonata.npy tested. Av. Prec: 0.7817745761474393
2021-12-10 11:39:08 | INFO : file 2298_Bach_BWV1010_CelloSuite.npy tested. Av. Prec: 0.6434717682140318
2021-12-10 11:39:08 | INFO : ### Dataset MusicNet tested. Individual results: ################################
2021-12-10 11:39:08 | INFO : Mean precision: 0.6966208354573109
2021-12-10 11:39:08 | INFO : Mean recall: 0.659041452610595
2021-12-10 11:39:08 | INFO : Mean f_measure: 0.6746373023819572
2021-12-10 11:39:08 | INFO : Mean cosine_sim: 0.7194451889559613
2021-12-10 11:39:08 | INFO : Mean binary_crossentropy: 0.07519694133730116
2021-12-10 11:39:08 | INFO : Mean euclidean_distance: 0.9473081228035465
2021-12-10 11:39:08 | INFO : Mean binary_accuracy: 0.979631690607655
2021-12-10 11:39:08 | INFO : Mean soft_accuracy: 0.968163728211683
2021-12-10 11:39:08 | INFO : Mean accum_energy: 0.45596474185616725
2021-12-10 11:39:08 | INFO : Mean roc_auc_measure: 0.9828477861739282
2021-12-10 11:39:08 | INFO : Mean average_precision_score: 0.707397172619522
2021-12-10 11:39:08 | INFO : Mean Precision: 0.6966208354573109
2021-12-10 11:39:08 | INFO : Mean Recall: 0.659041452610595
2021-12-10 11:39:08 | INFO : Mean Accuracy: 0.5131572470952748
2021-12-10 11:39:08 | INFO : Mean Substitution Error: 0.12978073144322896
2021-12-10 11:39:08 | INFO : Mean Miss Error: 0.21117781594617596
2021-12-10 11:39:08 | INFO : Mean False Alarm Error: 0.16730072299513893
2021-12-10 11:39:08 | INFO : Mean Total Error: 0.508259270384544
2021-12-10 11:39:08 | INFO : Mean Chroma Precision: 0.720141496151663
2021-12-10 11:39:08 | INFO : Mean Chroma Recall: 0.6809907629054444
2021-12-10 11:39:08 | INFO : Mean Chroma Accuracy: 0.538798776758927
2021-12-10 11:39:08 | INFO : Mean Chroma Substitution Error: 0.10783142114837956
2021-12-10 11:39:08 | INFO : Mean Chroma Miss Error: 0.21117781594617596
2021-12-10 11:39:08 | INFO : Mean Chroma False Alarm Error: 0.16730072299513893
2021-12-10 11:39:08 | INFO : Mean Chroma Total Error: 0.48630996008969446
2021-12-10 11:39:08 | INFO :
2021-12-10 11:39:08 | INFO : Framewise precision: 0.7242189185214581
2021-12-10 11:39:08 | INFO : Framewise recall: 0.6532238831219235
2021-12-10 11:39:08 | INFO : Framewise f_measure: 0.6835671984657656
2021-12-10 11:39:08 | INFO : Framewise cosine_sim: 0.731464005208105
2021-12-10 11:39:08 | INFO : Framewise binary_crossentropy: 0.08634671152258522
2021-12-10 11:39:08 | INFO : Framewise euclidean_distance: 1.0253570021535912
2021-12-10 11:39:08 | INFO : Framewise binary_accuracy: 0.9771051059606936
2021-12-10 11:39:08 | INFO : Framewise soft_accuracy: 0.9644586869757428
2021-12-10 11:39:08 | INFO : Framewise accum_energy: 0.4608991391841592
2021-12-10 11:39:08 | INFO : Framewise roc_auc_measure: 0.9815129623538292
2021-12-10 11:39:08 | INFO : Framewise average_precision_score: 0.7274107439520534
2021-12-10 11:39:08 | INFO : Framewise Precision: 0.7242189185214581
2021-12-10 11:39:08 | INFO : Framewise Recall: 0.6532238831219235
2021-12-10 11:39:08 | INFO : Framewise Accuracy: 0.5222607905768754
2021-12-10 11:39:08 | INFO : Framewise Substitution Error: 0.12113814311476384
2021-12-10 11:39:08 | INFO : Framewise Miss Error: 0.22563797376331288
2021-12-10 11:39:08 | INFO : Framewise False Alarm Error: 0.1396737252347653
2021-12-10 11:39:08 | INFO : Framewise Total Error: 0.48644984211284203
2021-12-10 11:39:08 | INFO : Framewise Chroma Precision: 0.7513580394991266
2021-12-10 11:39:08 | INFO : Framewise Chroma Recall: 0.6772045964320141
2021-12-10 11:39:08 | INFO : Framewise Chroma Accuracy: 0.5519056680174783
2021-12-10 11:39:08 | INFO : Framewise Chroma Substitution Error: 0.0971574298046732
2021-12-10 11:39:08 | INFO : Framewise Chroma Miss Error: 0.22563797376331288
2021-12-10 11:39:08 | INFO : Framewise Chroma False Alarm Error: 0.1396737252347653
2021-12-10 11:39:08 | INFO : Framewise Chroma Total Error: 0.4624691288027515
2021-12-10 11:39:31 | INFO : file Schubert_D911-20_SC06.npy tested. Av. Prec: 0.8950231020130238
2021-12-10 11:39:56 | INFO : file Schubert_D911-21_SC06.npy tested. Av. Prec: 0.8961032927716917
2021-12-10 11:40:18 | INFO : file Schubert_D911-21_HU33.npy tested. Av. Prec: 0.90088683728969
2021-12-10 11:40:23 | INFO : file Schubert_D911-18_HU33.npy tested. Av. Prec: 0.7070390964287414
2021-12-10 11:40:32 | INFO : file Schubert_D911-22_HU33.npy tested. Av. Prec: 0.7584965304633366
2021-12-10 11:40:52 | INFO : file Schubert_D911-23_HU33.npy tested. Av. Prec: 0.773858121124555
2021-12-10 11:41:16 | INFO : file Schubert_D911-20_HU33.npy tested. Av. Prec: 0.8502004769497553
2021-12-10 11:41:21 | INFO : file Schubert_D911-18_SC06.npy tested. Av. Prec: 0.7687838404311692
2021-12-10 11:41:29 | INFO : file Schubert_D911-22_SC06.npy tested. Av. Prec: 0.8581511723380977
2021-12-10 11:41:48 | INFO : file Schubert_D911-24_HU33.npy tested. Av. Prec: 0.7803642965274253
2021-12-10 11:41:56 | INFO : file Schubert_D911-19_SC06.npy tested. Av. Prec: 0.7814858998483627
2021-12-10 11:42:14 | INFO : file Schubert_D911-23_SC06.npy tested. Av. Prec: 0.8595005944140162
2021-12-10 11:42:35 | INFO : file Schubert_D911-24_SC06.npy tested. Av. Prec: 0.821709024162576
2021-12-10 11:42:55 | INFO : file Schubert_D911-17_HU33.npy tested. Av. Prec: 0.7586455485864344
2021-12-10 11:43:14 | INFO : file Schubert_D911-17_SC06.npy tested. Av. Prec: 0.7337358836613135
2021-12-10 11:43:21 | INFO : file Schubert_D911-19_HU33.npy tested. Av. Prec: 0.5746411678346407
2021-12-10 11:43:21 | INFO : ### Dataset Schubert_Winterreise tested. Individual results: ################################
2021-12-10 11:43:21 | INFO : Mean precision: 0.7641732913882573
2021-12-10 11:43:21 | INFO : Mean recall: 0.7145164760380518
2021-12-10 11:43:21 | INFO : Mean f_measure: 0.7349740377902363
2021-12-10 11:43:21 | INFO : Mean cosine_sim: 0.7789181946801609
2021-12-10 11:43:21 | INFO : Mean binary_crossentropy: 0.09868240115204922
2021-12-10 11:43:21 | INFO : Mean euclidean_distance: 1.1118855241319583
2021-12-10 11:43:21 | INFO : Mean binary_accuracy: 0.9734912986349835
2021-12-10 11:43:21 | INFO : Mean soft_accuracy: 0.9615774103523019
2021-12-10 11:43:21 | INFO : Mean accum_energy: 0.5503086858110539
2021-12-10 11:43:21 | INFO : Mean roc_auc_measure: 0.9818610861199576
2021-12-10 11:43:21 | INFO : Mean average_precision_score: 0.7949140553028018
2021-12-10 11:43:21 | INFO : Mean Precision: 0.7641732913882573
2021-12-10 11:43:21 | INFO : Mean Recall: 0.7145164760380518
2021-12-10 11:43:21 | INFO : Mean Accuracy: 0.5849047963067256
2021-12-10 11:43:21 | INFO : Mean Substitution Error: 0.10101560733286476
2021-12-10 11:43:21 | INFO : Mean Miss Error: 0.18446791662908343
2021-12-10 11:43:21 | INFO : Mean False Alarm Error: 0.1270653587443124
2021-12-10 11:43:21 | INFO : Mean Total Error: 0.41254888270626056
2021-12-10 11:43:21 | INFO : Mean Chroma Precision: 0.7990893751840766
2021-12-10 11:43:21 | INFO : Mean Chroma Recall: 0.7476611040331619
2021-12-10 11:43:21 | INFO : Mean Chroma Accuracy: 0.6274287529713912
2021-12-10 11:43:21 | INFO : Mean Chroma Substitution Error: 0.06787097933775474
2021-12-10 11:43:21 | INFO : Mean Chroma Miss Error: 0.18446791662908343
2021-12-10 11:43:21 | INFO : Mean Chroma False Alarm Error: 0.1270653587443124
2021-12-10 11:43:21 | INFO : Mean Chroma Total Error: 0.3794042547111506
2021-12-10 11:43:21 | INFO :
2021-12-10 11:43:21 | INFO : Framewise precision: 0.7719702650419252
2021-12-10 11:43:21 | INFO : Framewise recall: 0.7442202270290079
2021-12-10 11:43:21 | INFO : Framewise f_measure: 0.7551752405614419
2021-12-10 11:43:21 | INFO : Framewise cosine_sim: 0.7917973501291671
2021-12-10 11:43:21 | INFO : Framewise binary_crossentropy: 0.09160492663818995
2021-12-10 11:43:21 | INFO : Framewise euclidean_distance: 1.0735957494160906
2021-12-10 11:43:21 | INFO : Framewise binary_accuracy: 0.9751090681644805
2021-12-10 11:43:21 | INFO : Framewise soft_accuracy: 0.9635927597559012
2021-12-10 11:43:21 | INFO : Framewise accum_energy: 0.5795171902564964
2021-12-10 11:43:21 | INFO : Framewise roc_auc_measure: 0.984767327391082
2021-12-10 11:43:21 | INFO : Framewise average_precision_score: 0.8174374299789728
2021-12-10 11:43:21 | INFO : Framewise Precision: 0.7719702650419252
2021-12-10 11:43:21 | INFO : Framewise Recall: 0.7442202270290079
2021-12-10 11:43:21 | INFO : Framewise Accuracy: 0.6101244379755173
2021-12-10 11:43:21 | INFO : Framewise Substitution Error: 0.09393394966043803
2021-12-10 11:43:21 | INFO : Framewise Miss Error: 0.16184582331055408
2021-12-10 11:43:21 | INFO : Framewise False Alarm Error: 0.1322619534317177
2021-12-10 11:43:21 | INFO : Framewise Total Error: 0.38804172640270973
2021-12-10 11:43:21 | INFO : Framewise Chroma Precision: 0.80290217853415
2021-12-10 11:43:21 | INFO : Framewise Chroma Recall: 0.774189782920844
2021-12-10 11:43:21 | INFO : Framewise Chroma Accuracy: 0.6495505390971996
2021-12-10 11:43:21 | INFO : Framewise Chroma Substitution Error: 0.06396439376860186
2021-12-10 11:43:21 | INFO : Framewise Chroma Miss Error: 0.16184582331055408
2021-12-10 11:43:21 | INFO : Framewise Chroma False Alarm Error: 0.1322619534317177
2021-12-10 11:43:21 | INFO : Framewise Chroma Total Error: 0.35807217051087364
2021-12-10 11:43:24 | INFO : file 09-Jesus.npy tested. Av. Prec: 0.9618128208798558
2021-12-10 11:43:28 | INFO : file 07-HerrGott.npy tested. Av. Prec: 0.9665563620934962
2021-12-10 11:43:32 | INFO : file 10-NunBitten.npy tested. Av. Prec: 0.9745135623146709
2021-12-10 11:43:36 | INFO : file 08-FuerDeinenThron.npy tested. Av. Prec: 0.979952215394222
2021-12-10 11:43:36 | INFO : ### Dataset Bach10 tested. Individual results: ################################
2021-12-10 11:43:36 | INFO : Mean precision: 0.9055503655331754
2021-12-10 11:43:36 | INFO : Mean recall: 0.9172375193683736
2021-12-10 11:43:36 | INFO : Mean f_measure: 0.9112282487930958
2021-12-10 11:43:36 | INFO : Mean cosine_sim: 0.8648710324591922
2021-12-10 11:43:36 | INFO : Mean binary_crossentropy: 0.03661485301195271
2021-12-10 11:43:36 | INFO : Mean euclidean_distance: 0.6159254111099367
2021-12-10 11:43:36 | INFO : Mean binary_accuracy: 0.9915352669346847
2021-12-10 11:43:36 | INFO : Mean soft_accuracy: 0.9815866188475209
2021-12-10 11:43:36 | INFO : Mean accum_energy: 0.7048637448396939
2021-12-10 11:43:36 | INFO : Mean roc_auc_measure: 0.9983678187683819
2021-12-10 11:43:36 | INFO : Mean average_precision_score: 0.9707087401705612
2021-12-10 11:43:36 | INFO : Mean Precision: 0.9055503655331754
2021-12-10 11:43:36 | INFO : Mean Recall: 0.9172375193683736
2021-12-10 11:43:36 | INFO : Mean Accuracy: 0.8371267289049464
2021-12-10 11:43:36 | INFO : Mean Substitution Error: 0.0201215235090686
2021-12-10 11:43:36 | INFO : Mean Miss Error: 0.0626409571225578
2021-12-10 11:43:36 | INFO : Mean False Alarm Error: 0.0755881709399494
2021-12-10 11:43:36 | INFO : Mean Total Error: 0.15835065157157582
2021-12-10 11:43:36 | INFO : Mean Chroma Precision: 0.911579325038353
2021-12-10 11:43:36 | INFO : Mean Chroma Recall: 0.9233502128369917
2021-12-10 11:43:36 | INFO : Mean Chroma Accuracy: 0.8474686489430194
2021-12-10 11:43:36 | INFO : Mean Chroma Substitution Error: 0.014008830040450452
2021-12-10 11:43:36 | INFO : Mean Chroma Miss Error: 0.0626409571225578
2021-12-10 11:43:36 | INFO : Mean Chroma False Alarm Error: 0.0755881709399494
2021-12-10 11:43:36 | INFO : Mean Chroma Total Error: 0.15223795810295768
2021-12-10 11:43:36 | INFO :
2021-12-10 11:43:36 | INFO : Framewise precision: 0.905452232233064
2021-12-10 11:43:36 | INFO : Framewise recall: 0.9188150266562176
2021-12-10 11:43:36 | INFO : Framewise f_measure: 0.9119542237799307
2021-12-10 11:43:36 | INFO : Framewise cosine_sim: 0.8654240977610409
2021-12-10 11:43:36 | INFO : Framewise binary_crossentropy: 0.03634483121400041
2021-12-10 11:43:36 | INFO : Framewise euclidean_distance: 0.6123676995482324
2021-12-10 11:43:36 | INFO : Framewise binary_accuracy: 0.9916000311290102
2021-12-10 11:43:36 | INFO : Framewise soft_accuracy: 0.9816806012880922
2021-12-10 11:43:36 | INFO : Framewise accum_energy: 0.7064498389157953
2021-12-10 11:43:36 | INFO : Framewise roc_auc_measure: 0.9984036638749578
2021-12-10 11:43:36 | INFO : Framewise average_precision_score: 0.9711092130561466
2021-12-10 11:43:36 | INFO : Framewise Precision: 0.905452232233064
2021-12-10 11:43:36 | INFO : Framewise Recall: 0.9188150266562176
2021-12-10 11:43:36 | INFO : Framewise Accuracy: 0.8383416739670538
2021-12-10 11:43:36 | INFO : Framewise Substitution Error: 0.019850198346692244
2021-12-10 11:43:36 | INFO : Framewise Miss Error: 0.061334774997089954
2021-12-10 11:43:36 | INFO : Framewise False Alarm Error: 0.0761461193101954
2021-12-10 11:43:36 | INFO : Framewise Total Error: 0.15733109265397757
2021-12-10 11:43:36 | INFO : Framewise Chroma Precision: 0.9114211450533953
2021-12-10 11:43:36 | INFO : Framewise Chroma Recall: 0.9248760756898771
2021-12-10 11:43:36 | INFO : Framewise Chroma Accuracy: 0.848600923885774
2021-12-10 11:43:36 | INFO : Framewise Chroma Substitution Error: 0.013789149313032963
2021-12-10 11:43:36 | INFO : Framewise Chroma Miss Error: 0.061334774997089954
2021-12-10 11:43:36 | INFO : Framewise Chroma False Alarm Error: 0.0761461193101954
2021-12-10 11:43:36 | INFO : Framewise Chroma Total Error: 0.15127004362031832
2021-12-10 11:43:48 | INFO : file bruckner.npy tested. Av. Prec: 0.7655734620108351
2021-12-10 11:44:11 | INFO : file mozart.npy tested. Av. Prec: 0.8698506651437414
2021-12-10 11:44:11 | INFO : ### Dataset PHENICX-Anechoic tested. Individual results: ################################
2021-12-10 11:44:11 | INFO : Mean precision: 0.8597585312909484
2021-12-10 11:44:11 | INFO : Mean recall: 0.632558685736587
2021-12-10 11:44:11 | INFO : Mean f_measure: 0.7264420896715484
2021-12-10 11:44:11 | INFO : Mean cosine_sim: 0.8026425050693609
2021-12-10 11:44:11 | INFO : Mean binary_crossentropy: 0.1533292936182237
2021-12-10 11:44:11 | INFO : Mean euclidean_distance: 1.4206929782991389
2021-12-10 11:44:11 | INFO : Mean binary_accuracy: 0.9609057218107223
2021-12-10 11:44:11 | INFO : Mean soft_accuracy: 0.9444992378256258
2021-12-10 11:44:11 | INFO : Mean accum_energy: 0.4848637603316716
2021-12-10 11:44:11 | INFO : Mean roc_auc_measure: 0.9826969698260323
2021-12-10 11:44:11 | INFO : Mean average_precision_score: 0.8177120635772883
2021-12-10 11:44:11 | INFO : Mean Precision: 0.8597585312909484
2021-12-10 11:44:11 | INFO : Mean Recall: 0.632558685736587
2021-12-10 11:44:11 | INFO : Mean Accuracy: 0.5730298879389497
2021-12-10 11:44:11 | INFO : Mean Substitution Error: 0.07584805837379441
2021-12-10 11:44:11 | INFO : Mean Miss Error: 0.2915932558896186
2021-12-10 11:44:11 | INFO : Mean False Alarm Error: 0.026980314578420424
2021-12-10 11:44:11 | INFO : Mean Total Error: 0.3944216288418334
2021-12-10 11:44:11 | INFO : Mean Chroma Precision: 0.8885413984560412
2021-12-10 11:44:11 | INFO : Mean Chroma Recall: 0.653778109854984
2021-12-10 11:44:11 | INFO : Mean Chroma Accuracy: 0.6040317802369973
2021-12-10 11:44:11 | INFO : Mean Chroma Substitution Error: 0.05462863425539745
2021-12-10 11:44:11 | INFO : Mean Chroma Miss Error: 0.2915932558896186
2021-12-10 11:44:11 | INFO : Mean Chroma False Alarm Error: 0.026980314578420424
2021-12-10 11:44:11 | INFO : Mean Chroma Total Error: 0.37320220472343646
2021-12-10 11:44:11 | INFO :
2021-12-10 11:44:11 | INFO : Framewise precision: 0.8613369596252938
2021-12-10 11:44:11 | INFO : Framewise recall: 0.6665650584327377
2021-12-10 11:44:11 | INFO : Framewise f_measure: 0.749641673229779
2021-12-10 11:44:11 | INFO : Framewise cosine_sim: 0.8146293631683507
2021-12-10 11:44:11 | INFO : Framewise binary_crossentropy: 0.12719560946032296
2021-12-10 11:44:11 | INFO : Framewise euclidean_distance: 1.2879538109009
2021-12-10 11:44:11 | INFO : Framewise binary_accuracy: 0.9675227888642524
2021-12-10 11:44:11 | INFO : Framewise soft_accuracy: 0.95158075654586
2021-12-10 11:44:11 | INFO : Framewise accum_energy: 0.5075258838476018
2021-12-10 11:44:11 | INFO : Framewise roc_auc_measure: 0.9860556349094176
2021-12-10 11:44:11 | INFO : Framewise average_precision_score: 0.8409567084146012
2021-12-10 11:44:11 | INFO : Framewise Precision: 0.8613369596252938
2021-12-10 11:44:11 | INFO : Framewise Recall: 0.6665650584327377
2021-12-10 11:44:11 | INFO : Framewise Accuracy: 0.6016847594833633
2021-12-10 11:44:11 | INFO : Framewise Substitution Error: 0.07280289513271074
2021-12-10 11:44:11 | INFO : Framewise Miss Error: 0.26063204643455146
2021-12-10 11:44:11 | INFO : Framewise False Alarm Error: 0.034222409575228714
2021-12-10 11:44:11 | INFO : Framewise Total Error: 0.3676573511424909
2021-12-10 11:44:11 | INFO : Framewise Chroma Precision: 0.8903949235676436
2021-12-10 11:44:11 | INFO : Framewise Chroma Recall: 0.6890863857983224
2021-12-10 11:44:11 | INFO : Framewise Chroma Accuracy: 0.6350592479328532
2021-12-10 11:44:11 | INFO : Framewise Chroma Substitution Error: 0.050281567767126154
2021-12-10 11:44:11 | INFO : Framewise Chroma Miss Error: 0.26063204643455146
2021-12-10 11:44:11 | INFO : Framewise Chroma False Alarm Error: 0.034222409575228714
2021-12-10 11:44:11 | INFO : Framewise Chroma Total Error: 0.34513602377690633
2021-12-10 11:44:30 | INFO : file CSD_Bruckner_LocusIste_nosop.npy tested. Av. Prec: 0.9093362999248653
2021-12-10 11:44:49 | INFO : file CSD_Bruckner_LocusIste_nobas.npy tested. Av. Prec: 0.9197150897875039
2021-12-10 11:45:08 | INFO : file CSD_Bruckner_LocusIste.npy tested. Av. Prec: 0.9024588912667912
2021-12-10 11:45:27 | INFO : file CSD_Bruckner_LocusIste_noten.npy tested. Av. Prec: 0.910146032974375
2021-12-10 11:45:47 | INFO : file CSD_Bruckner_LocusIste_noalt.npy tested. Av. Prec: 0.8722967120011693
2021-12-10 11:45:47 | INFO : ### Dataset ChoralSingingDataset tested. Individual results: ################################
2021-12-10 11:45:47 | INFO : Mean precision: 0.8834726835153838
2021-12-10 11:45:47 | INFO : Mean recall: 0.7898243098121052
2021-12-10 11:45:47 | INFO : Mean f_measure: 0.8334658617320165
2021-12-10 11:45:47 | INFO : Mean cosine_sim: 0.8169210793814378
2021-12-10 11:45:47 | INFO : Mean binary_crossentropy: 0.04960652179538623
2021-12-10 11:45:47 | INFO : Mean euclidean_distance: 0.7202213699122646
2021-12-10 11:45:47 | INFO : Mean binary_accuracy: 0.9897244109857889
2021-12-10 11:45:47 | INFO : Mean soft_accuracy: 0.9775112877300491
2021-12-10 11:45:47 | INFO : Mean accum_energy: 0.5147627759421763
2021-12-10 11:45:47 | INFO : Mean roc_auc_measure: 0.993532970001921
2021-12-10 11:45:47 | INFO : Mean average_precision_score: 0.902790605190941
2021-12-10 11:45:47 | INFO : Mean Precision: 0.8834726835153838
2021-12-10 11:45:47 | INFO : Mean Recall: 0.7898243098121052
2021-12-10 11:45:47 | INFO : Mean Accuracy: 0.7147999087804184
2021-12-10 11:45:47 | INFO : Mean Substitution Error: 0.047402998925836014
2021-12-10 11:45:47 | INFO : Mean Miss Error: 0.1627726912620588
2021-12-10 11:45:47 | INFO : Mean False Alarm Error: 0.05796847897121297
2021-12-10 11:45:47 | INFO : Mean Total Error: 0.26814416915910777
2021-12-10 11:45:47 | INFO : Mean Chroma Precision: 0.8848697889041255
2021-12-10 11:45:47 | INFO : Mean Chroma Recall: 0.7910849701410372
2021-12-10 11:45:47 | INFO : Mean Chroma Accuracy: 0.7167494633570552
2021-12-10 11:45:47 | INFO : Mean Chroma Substitution Error: 0.046142338596903955
2021-12-10 11:45:47 | INFO : Mean Chroma Miss Error: 0.1627726912620588
2021-12-10 11:45:47 | INFO : Mean Chroma False Alarm Error: 0.05796847897121297
2021-12-10 11:45:47 | INFO : Mean Chroma Total Error: 0.2668835088301757
2021-12-10 11:45:47 | INFO :
2021-12-10 11:45:47 | INFO : Framewise precision: 0.8835104668761641
2021-12-10 11:45:47 | INFO : Framewise recall: 0.7898649905546457
2021-12-10 11:45:47 | INFO : Framewise f_measure: 0.8335046809389693
2021-12-10 11:45:47 | INFO : Framewise cosine_sim: 0.8169337044695902
2021-12-10 11:45:47 | INFO : Framewise binary_crossentropy: 0.049602813538450266
2021-12-10 11:45:47 | INFO : Framewise euclidean_distance: 0.7201641216494117
2021-12-10 11:45:47 | INFO : Framewise binary_accuracy: 0.9897260273972602
2021-12-10 11:45:47 | INFO : Framewise soft_accuracy: 0.9775127420445044
2021-12-10 11:45:47 | INFO : Framewise accum_energy: 0.5147729185019829
2021-12-10 11:45:47 | INFO : Framewise roc_auc_measure: 0.9935341485675601
2021-12-10 11:45:47 | INFO : Framewise average_precision_score: 0.9028291755775348
2021-12-10 11:45:47 | INFO : Framewise Precision: 0.8835104668761641
2021-12-10 11:45:47 | INFO : Framewise Recall: 0.7898649905546457
2021-12-10 11:45:47 | INFO : Framewise Accuracy: 0.7148559036976652
2021-12-10 11:45:47 | INFO : Framewise Substitution Error: 0.04738108171949038
2021-12-10 11:45:47 | INFO : Framewise Miss Error: 0.16275392772586394
2021-12-10 11:45:47 | INFO : Framewise False Alarm Error: 0.05795931456788227
2021-12-10 11:45:47 | INFO : Framewise Total Error: 0.26809432401323663
2021-12-10 11:45:47 | INFO : Framewise Chroma Precision: 0.884907886159999
2021-12-10 11:45:47 | INFO : Framewise Chroma Recall: 0.7911259555300223
2021-12-10 11:45:47 | INFO : Framewise Chroma Accuracy: 0.716806015435756
2021-12-10 11:45:47 | INFO : Framewise Chroma Substitution Error: 0.04612011674411366
2021-12-10 11:45:47 | INFO : Framewise Chroma Miss Error: 0.16275392772586394
2021-12-10 11:45:47 | INFO : Framewise Chroma False Alarm Error: 0.05795931456788227
2021-12-10 11:45:47 | INFO : Framewise Chroma Total Error: 0.2668333590378599
2021-12-10 11:45:52 | INFO : file brahms.npy tested. Av. Prec: 0.8567634437358806
2021-12-10 11:45:57 | INFO : file schubert.npy tested. Av. Prec: 0.9010037207780599
2021-12-10 11:46:02 | INFO : file mozart.npy tested. Av. Prec: 0.9471224838174266
2021-12-10 11:46:04 | INFO : file lussier.npy tested. Av. Prec: 0.8453042640179942
2021-12-10 11:46:09 | INFO : file take_five.npy tested. Av. Prec: 0.8248355413998676
2021-12-10 11:46:09 | INFO : ### Dataset TRIOS tested. Individual results: ################################
2021-12-10 11:46:09 | INFO : Mean precision: 0.9087358081596495
2021-12-10 11:46:09 | INFO : Mean recall: 0.5739434331141736
2021-12-10 11:46:09 | INFO : Mean f_measure: 0.6984266731109846
2021-12-10 11:46:09 | INFO : Mean cosine_sim: 0.7926194131505782
2021-12-10 11:46:09 | INFO : Mean binary_crossentropy: 0.113926324832281
2021-12-10 11:46:09 | INFO : Mean euclidean_distance: 1.1858061818453538
2021-12-10 11:46:09 | INFO : Mean binary_accuracy: 0.9701123337399222
2021-12-10 11:46:09 | INFO : Mean soft_accuracy: 0.9584727371024391
2021-12-10 11:46:09 | INFO : Mean accum_energy: 0.44501878552592566
2021-12-10 11:46:09 | INFO : Mean roc_auc_measure: 0.9880379026195177
2021-12-10 11:46:09 | INFO : Mean average_precision_score: 0.8750058907498458
2021-12-10 11:46:09 | INFO : Mean Precision: 0.9087358081596495
2021-12-10 11:46:09 | INFO : Mean Recall: 0.5739434331141736
2021-12-10 11:46:09 | INFO : Mean Accuracy: 0.5429731005349355
2021-12-10 11:46:09 | INFO : Mean Substitution Error: 0.03192378047380051
2021-12-10 11:46:09 | INFO : Mean Miss Error: 0.3941327864120259
2021-12-10 11:46:09 | INFO : Mean False Alarm Error: 0.025126455726317543
2021-12-10 11:46:09 | INFO : Mean Total Error: 0.45118302261214394
2021-12-10 11:46:09 | INFO : Mean Chroma Precision: 0.9287275868909927
2021-12-10 11:46:09 | INFO : Mean Chroma Recall: 0.5858832116982216
2021-12-10 11:46:09 | INFO : Mean Chroma Accuracy: 0.5604817431592735
2021-12-10 11:46:09 | INFO : Mean Chroma Substitution Error: 0.019984001889752655
2021-12-10 11:46:09 | INFO : Mean Chroma Miss Error: 0.3941327864120259
2021-12-10 11:46:09 | INFO : Mean Chroma False Alarm Error: 0.025126455726317543
2021-12-10 11:46:09 | INFO : Mean Chroma Total Error: 0.43924324402809606
2021-12-10 11:46:09 | INFO :
2021-12-10 11:46:09 | INFO : Framewise precision: 0.9069194273390209
2021-12-10 11:46:09 | INFO : Framewise recall: 0.5765083634214027
2021-12-10 11:46:09 | INFO : Framewise f_measure: 0.7004377431763578
2021-12-10 11:46:09 | INFO : Framewise cosine_sim: 0.7935044296018974
2021-12-10 11:46:09 | INFO : Framewise binary_crossentropy: 0.11173741242381818
2021-12-10 11:46:09 | INFO : Framewise euclidean_distance: 1.1789665144585997
2021-12-10 11:46:09 | INFO : Framewise binary_accuracy: 0.9704694522045426
2021-12-10 11:46:09 | INFO : Framewise soft_accuracy: 0.9591013194070271
2021-12-10 11:46:09 | INFO : Framewise accum_energy: 0.4480487738252307
2021-12-10 11:46:09 | INFO : Framewise roc_auc_measure: 0.9888345764603547
2021-12-10 11:46:09 | INFO : Framewise average_precision_score: 0.8765478037834221
2021-12-10 11:46:09 | INFO : Framewise Precision: 0.9069194273390209
2021-12-10 11:46:09 | INFO : Framewise Recall: 0.5765083634214027
2021-12-10 11:46:09 | INFO : Framewise Accuracy: 0.5448301695233772
2021-12-10 11:46:09 | INFO : Framewise Substitution Error: 0.031168863820392453
2021-12-10 11:46:09 | INFO : Framewise Miss Error: 0.39232277275820476
2021-12-10 11:46:09 | INFO : Framewise False Alarm Error: 0.02732607132325384
2021-12-10 11:46:09 | INFO : Framewise Total Error: 0.4508177079018511
2021-12-10 11:46:09 | INFO : Framewise Chroma Precision: 0.9271334292212126
2021-12-10 11:46:09 | INFO : Framewise Chroma Recall: 0.5886201817297483
2021-12-10 11:46:09 | INFO : Framewise Chroma Accuracy: 0.5625650460696608
2021-12-10 11:46:09 | INFO : Framewise Chroma Substitution Error: 0.019057045512046872
2021-12-10 11:46:09 | INFO : Framewise Chroma Miss Error: 0.39232277275820476
2021-12-10 11:46:09 | INFO : Framewise Chroma False Alarm Error: 0.02732607132325384
2021-12-10 11:46:09 | INFO : Framewise Chroma Total Error: 0.4387058895935054
2021-12-10 11:46:09 | INFO :
2021-12-10 11:46:09 | INFO :
2021-12-10 11:46:09 | INFO : ### Testing done. ################################################
2021-12-10 11:46:09 | INFO :
2021-12-10 11:46:09 | INFO : # Results for complete test set #########################
2021-12-10 11:46:09 | INFO : Mean precision: 0.7975176666636903
2021-12-10 11:46:09 | INFO : Mean recall: 0.708942483483163
2021-12-10 11:46:09 | INFO : Mean f_measure: 0.7443623208855675
2021-12-10 11:46:09 | INFO : Mean cosine_sim: 0.7802289192161372
2021-12-10 11:46:09 | INFO : Mean binary_crossentropy: 0.08575404914829507
2021-12-10 11:46:09 | INFO : Mean euclidean_distance: 1.0023446422374505
2021-12-10 11:46:09 | INFO : Mean binary_accuracy: 0.9776027123625004
2021-12-10 11:46:09 | INFO : Mean soft_accuracy: 0.9657652600704151
2021-12-10 11:46:09 | INFO : Mean accum_energy: 0.5226827785452658
2021-12-10 11:46:09 | INFO : Mean roc_auc_measure: 0.9858327337497949
2021-12-10 11:46:09 | INFO : Mean average_precision_score: 0.8142818613947811
2021-12-10 11:46:09 | INFO : Mean Precision: 0.7975176666636903
2021-12-10 11:46:09 | INFO : Mean Recall: 0.708942483483163
2021-12-10 11:46:09 | INFO : Mean Accuracy: 0.6017495464270193
2021-12-10 11:46:09 | INFO : Mean Substitution Error: 0.0843541223700041
2021-12-10 11:46:09 | INFO : Mean Miss Error: 0.20670339414683297
2021-12-10 11:46:09 | INFO : Mean False Alarm Error: 0.10661526086344472
2021-12-10 11:46:09 | INFO : Mean Total Error: 0.39767277738028184
2021-12-10 11:46:09 | INFO : Mean Chroma Precision: 0.820910284297689
2021-12-10 11:46:09 | INFO : Mean Chroma Recall: 0.7299591255676015
2021-12-10 11:46:09 | INFO : Mean Chroma Accuracy: 0.6288319524752202
2021-12-10 11:46:09 | INFO : Mean Chroma Substitution Error: 0.06333748028556552
2021-12-10 11:46:09 | INFO : Mean Chroma Miss Error: 0.20670339414683297
2021-12-10 11:46:09 | INFO : Mean Chroma False Alarm Error: 0.10661526086344472
2021-12-10 11:46:09 | INFO : Mean Chroma Total Error: 0.37665613529584324
2021-12-10 11:46:09 | INFO :
2021-12-10 11:46:09 | INFO : Framewise precision: 0.7871587988775991
2021-12-10 11:46:09 | INFO : Framewise recall: 0.7174841456603026
2021-12-10 11:46:09 | INFO : Framewise f_measure: 0.7468880386259328
2021-12-10 11:46:09 | INFO : Framewise cosine_sim: 0.7798307506631988
2021-12-10 11:46:09 | INFO : Framewise binary_crossentropy: 0.08439202113238646
2021-12-10 11:46:09 | INFO : Framewise euclidean_distance: 1.0051945101347142
2021-12-10 11:46:09 | INFO : Framewise binary_accuracy: 0.9779391567760801
2021-12-10 11:46:09 | INFO : Framewise soft_accuracy: 0.9657611200515396
2021-12-10 11:46:09 | INFO : Framewise accum_energy: 0.5264930322298528
2021-12-10 11:46:09 | INFO : Framewise roc_auc_measure: 0.9856760727857405
2021-12-10 11:46:09 | INFO : Framewise average_precision_score: 0.80962398537788
2021-12-10 11:46:09 | INFO : Framewise Precision: 0.7871587988775991
2021-12-10 11:46:09 | INFO : Framewise Recall: 0.7174841456603026
2021-12-10 11:46:09 | INFO : Framewise Accuracy: 0.6021322602864561
2021-12-10 11:46:09 | INFO : Framewise Substitution Error: 0.0901176183020322
2021-12-10 11:46:09 | INFO : Framewise Miss Error: 0.19239823603766548
2021-12-10 11:46:09 | INFO : Framewise False Alarm Error: 0.11269537495977863
2021-12-10 11:46:09 | INFO : Framewise Total Error: 0.39521122929947616
2021-12-10 11:46:09 | INFO : Framewise Chroma Precision: 0.8110835804871497
2021-12-10 11:46:09 | INFO : Framewise Chroma Recall: 0.7393921152003826
2021-12-10 11:46:09 | INFO : Framewise Chroma Accuracy: 0.6307084949024201
2021-12-10 11:46:09 | INFO : Framewise Chroma Substitution Error: 0.06820964876195207
2021-12-10 11:46:09 | INFO : Framewise Chroma Miss Error: 0.19239823603766548
2021-12-10 11:46:09 | INFO : Framewise Chroma False Alarm Error: 0.11269537495977863
2021-12-10 11:46:09 | INFO : Framewise Chroma Total Error: 0.3733032597593961