2021-12-07 19:56:47 | INFO : Logging experiment exp212f_traintest_bigmix_aligned_pitch_unet_veryverylarge_test10files_augall_AdamW_smallepochs
2021-12-07 19:56:47 | INFO : Experiment config: do training = True
2021-12-07 19:56:47 | INFO : Experiment config: do validation = True
2021-12-07 19:56:47 | INFO : Experiment config: do testing = True
2021-12-07 19:56:47 | INFO : Training set parameters: {'context': 75, 'stride': 35, 'compression': 10, 'aug:transpsemitones': 5, 'aug:randomeq': 20, 'aug:noisestd': 0.0001, 'aug:tuning': True}
2021-12-07 19:56:47 | INFO : Validation set parameters: {'context': 75, 'stride': 35, 'compression': 10}
2021-12-07 19:56:47 | INFO : Test set parameters: {'context': 75, 'stride': 1, 'compression': 10}
2021-12-07 19:56:47 | INFO : Training parameters: {'batch_size': 25, 'shuffle': True, 'num_workers': 16}
2021-12-07 19:56:47 | INFO : Trained model saved in /tsi/clusterhome/cweiss/models/exp212f_traintest_bigmix_aligned_pitch_unet_veryverylarge_test10files_augall_AdamW_smallepochs.pt
2021-12-07 19:56:47 | INFO : --- Training config: -----------------------------------------
2021-12-07 19:56:47 | INFO : Maximum number of epochs: 100
2021-12-07 19:56:47 | INFO : Criterion (Loss): BCELoss
2021-12-07 19:56:47 | INFO : Optimizer parameters: {'name': 'AdamW', 'initial_lr': 0.001, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.01, 'amsgrad': False}
2021-12-07 19:56:47 | 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}
2021-12-07 19:56:47 | INFO : Early stopping parameters: {'use_early_stopping': True, 'mode': 'min', 'min_delta': 1e-05, 'patience': 12, 'percentage': False}
2021-12-07 19:56:47 | INFO : Test parameters: {'batch_size': 50, 'shuffle': False, 'num_workers': 8}
2021-12-07 19:56:47 | INFO : Save filewise results = True, in folder /tsi/clusterhome/cweiss/code/deep_pitch_estimation/experiments/results_filewise/exp212f_traintest_bigmix_aligned_pitch_unet_veryverylarge_test10files_augall_AdamW_smallepochs.csv
2021-12-07 19:56:47 | INFO : Save model predictions = True, in folder /tsi/clusterhome/cweiss/predictions/exp212f_traintest_bigmix_aligned_pitch_unet_veryverylarge_test10files_augall_AdamW_smallepochs
2021-12-07 19:56:47 | INFO : CUDA use_cuda: True
2021-12-07 19:56:47 | INFO : CUDA device: cuda:0
2021-12-07 19:56:55 | INFO : --- Model config: --------------------------------------------
2021-12-07 19:56:55 | INFO : Model: simple_u_net_largekernels
2021-12-07 19:56:55 | INFO : Model parameters: {'n_chan_input': 6, 'n_chan_layers': [128, 180, 150, 100], 'n_ch_out': 2, 'n_bins_in': 216, 'n_bins_out': 72, 'a_lrelu': 0.3, 'p_dropout': 0.2, 'scalefac': 2}
2021-12-07 19:56:57 | INFO :
==========================================================================================
Layer (type:depth-idx) Output Shape Param #
==========================================================================================
├─LayerNorm: 1-1 [1, 174, 6, 216] 2,592
├─double_conv: 1-2 [1, 32, 174, 216] --
| └─Sequential: 2-1 [1, 32, 174, 216] --
| | └─Conv2d: 3-1 [1, 32, 174, 216] 43,232
| | └─BatchNorm2d: 3-2 [1, 32, 174, 216] 64
| | └─ReLU: 3-3 [1, 32, 174, 216] --
| | └─Dropout: 3-4 [1, 32, 174, 216] --
| | └─Conv2d: 3-5 [1, 32, 174, 216] 230,432
| | └─BatchNorm2d: 3-6 [1, 32, 174, 216] 64
| | └─ReLU: 3-7 [1, 32, 174, 216] --
| | └─Dropout: 3-8 [1, 32, 174, 216] --
├─Sequential: 1-3 [1, 64, 87, 108] --
| └─MaxPool2d: 2-2 [1, 32, 87, 108] --
| └─double_conv: 2-3 [1, 64, 87, 108] --
| | └─Sequential: 3-9 [1, 64, 87, 108] 1,382,784
├─Sequential: 1-4 [1, 128, 43, 54] --
| └─MaxPool2d: 2-4 [1, 64, 43, 54] --
| └─double_conv: 2-5 [1, 128, 43, 54] --
| | └─Sequential: 3-10 [1, 128, 43, 54] 1,991,424
├─Sequential: 1-5 [1, 256, 21, 27] --
| └─MaxPool2d: 2-6 [1, 128, 21, 27] --
| └─double_conv: 2-7 [1, 256, 21, 27] --
| | └─Sequential: 3-11 [1, 256, 21, 27] 2,459,136
├─Sequential: 1-6 [1, 256, 10, 13] --
| └─MaxPool2d: 2-8 [1, 256, 10, 13] --
| └─double_conv: 2-9 [1, 256, 10, 13] --
| | └─Sequential: 3-12 [1, 256, 10, 13] 1,181,184
├─unet_up_concat_padding: 1-7 [1, 512, 21, 27] --
| └─Upsample: 2-10 [1, 256, 20, 26] --
├─double_conv: 1-8 [1, 128, 21, 27] --
| └─Sequential: 2-11 [1, 128, 21, 27] --
| | └─Conv2d: 3-13 [1, 256, 21, 27] 1,179,904
| | └─BatchNorm2d: 3-14 [1, 256, 21, 27] 512
| | └─ReLU: 3-15 [1, 256, 21, 27] --
| | └─Dropout: 3-16 [1, 256, 21, 27] --
| | └─Conv2d: 3-17 [1, 128, 21, 27] 295,040
| | └─BatchNorm2d: 3-18 [1, 128, 21, 27] 256
| | └─ReLU: 3-19 [1, 128, 21, 27] --
| | └─Dropout: 3-20 [1, 128, 21, 27] --
├─unet_up_concat_padding: 1-9 [1, 256, 43, 54] --
| └─Upsample: 2-12 [1, 128, 42, 54] --
├─double_conv: 1-10 [1, 64, 43, 54] --
| └─Sequential: 2-13 [1, 64, 43, 54] --
| | └─Conv2d: 3-21 [1, 128, 43, 54] 819,328
| | └─BatchNorm2d: 3-22 [1, 128, 43, 54] 256
| | └─ReLU: 3-23 [1, 128, 43, 54] --
| | └─Dropout: 3-24 [1, 128, 43, 54] --
| | └─Conv2d: 3-25 [1, 64, 43, 54] 204,864
| | └─BatchNorm2d: 3-26 [1, 64, 43, 54] 128
| | └─ReLU: 3-27 [1, 64, 43, 54] --
| | └─Dropout: 3-28 [1, 64, 43, 54] --
├─unet_up_concat_padding: 1-11 [1, 128, 87, 108] --
| └─Upsample: 2-14 [1, 64, 86, 108] --
├─double_conv: 1-12 [1, 32, 87, 108] --
| └─Sequential: 2-15 [1, 32, 87, 108] --
| | └─Conv2d: 3-29 [1, 64, 87, 108] 663,616
| | └─BatchNorm2d: 3-30 [1, 64, 87, 108] 128
| | └─ReLU: 3-31 [1, 64, 87, 108] --
| | └─Dropout: 3-32 [1, 64, 87, 108] --
| | └─Conv2d: 3-33 [1, 32, 87, 108] 165,920
| | └─BatchNorm2d: 3-34 [1, 32, 87, 108] 64
| | └─ReLU: 3-35 [1, 32, 87, 108] --
| | └─Dropout: 3-36 [1, 32, 87, 108] --
├─unet_up_concat_padding: 1-13 [1, 64, 174, 216] --
| └─Upsample: 2-16 [1, 32, 174, 216] --
├─double_conv: 1-14 [1, 128, 174, 216] --
| └─Sequential: 2-17 [1, 128, 174, 216] --
| | └─Conv2d: 3-37 [1, 32, 174, 216] 460,832
| | └─BatchNorm2d: 3-38 [1, 32, 174, 216] 64
| | └─ReLU: 3-39 [1, 32, 174, 216] --
| | └─Dropout: 3-40 [1, 32, 174, 216] --
| | └─Conv2d: 3-41 [1, 128, 174, 216] 921,728
| | └─BatchNorm2d: 3-42 [1, 128, 174, 216] 256
| | └─ReLU: 3-43 [1, 128, 174, 216] --
| | └─Dropout: 3-44 [1, 128, 174, 216] --
├─Sequential: 1-15 [1, 180, 174, 72] --
| └─Conv2d: 2-18 [1, 180, 174, 72] 207,540
| └─LeakyReLU: 2-19 [1, 180, 174, 72] --
| └─MaxPool2d: 2-20 [1, 180, 174, 72] --
| └─Dropout: 2-21 [1, 180, 174, 72] --
├─Sequential: 1-16 [1, 150, 100, 72] --
| └─Conv2d: 2-22 [1, 150, 100, 72] 2,025,150
| └─LeakyReLU: 2-23 [1, 150, 100, 72] --
| └─Dropout: 2-24 [1, 150, 100, 72] --
├─Sequential: 1-17 [1, 1, 100, 72] --
| └─Conv2d: 2-25 [1, 100, 100, 72] 15,100
| └─LeakyReLU: 2-26 [1, 100, 100, 72] --
| └─Dropout: 2-27 [1, 100, 100, 72] --
| └─Conv2d: 2-28 [1, 1, 100, 72] 101
| └─Sigmoid: 2-29 [1, 1, 100, 72] --
==========================================================================================
Total params: 14,251,699
Trainable params: 14,251,699
Non-trainable params: 0
Total mult-adds (G): 109.72
==========================================================================================
Input size (MB): 0.90
Forward/backward pass size (MB): 228.52
Params size (MB): 57.01
Estimated Total Size (MB): 286.42
==========================================================================================
2021-12-07 19:56:59 | INFO : - file 2530_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-07 19:57:01 | INFO : - file 1822_Mozart_K421_StringQuartet.npy added to training set.
2021-12-07 19:57:03 | INFO : - file 1752_Schubert_D845_PianoSonata.npy added to training set.
2021-12-07 19:57:04 | INFO : - file 2297_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-07 19:57:04 | INFO : - file 2240_Bach_BWV862_WTKI.npy added to training set.
2021-12-07 19:57:06 | INFO : - file 2463_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-07 19:57:06 | INFO : - file 2550_Beethoven_OP78_PianoSonata.npy added to training set.
2021-12-07 19:57:08 | INFO : - file 2566_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-07 19:57:10 | INFO : - file 2492_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-07 19:57:11 | INFO : - file 2359_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-07 19:57:13 | INFO : - file 2138_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-07 19:57:15 | INFO : - file 1811_Mozart_K581_ClarinetQuintet.npy added to validation set.
2021-12-07 19:57:17 | INFO : - file 2127_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-07 19:57:22 | INFO : - file 2531_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-07 19:57:23 | INFO : - file 2116_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-07 19:57:24 | INFO : - file 2284_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-07 19:57:26 | INFO : - file 2379_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-07 19:57:26 | INFO : - file 2237_Bach_BWV868_WTKI.npy added to training set.
2021-12-07 19:57:29 | INFO : - file 2313_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-07 19:57:30 | INFO : - file 1755_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-07 19:57:30 | INFO : - file 2405_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-07 19:57:31 | INFO : - file 2307_Bach_BWV863_WTKI.npy added to training set.
2021-12-07 19:57:35 | INFO : - file 2533_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-07 19:57:36 | INFO : - file 2200_Bach_BWV861_WTKI.npy added to training set.
2021-12-07 19:57:37 | INFO : - file 2567_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-07 19:57:39 | INFO : - file 2481_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-07 19:57:41 | INFO : - file 2334_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-07 19:57:41 | INFO : - file 2208_Bach_BWV855_WTKI.npy added to training set.
2021-12-07 19:57:43 | INFO : - file 1766_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-07 19:57:45 | INFO : - file 2169_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-07 19:57:49 | INFO : - file 2148_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-07 19:57:50 | INFO : - file 2501_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-07 19:57:53 | INFO : - file 2614_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-07 19:57:56 | INFO : - file 2557_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-07 19:57:57 | INFO : - file 2373_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-07 19:58:00 | INFO : - file 1733_Schubert_D959_PianoSonata.npy added to validation set.
2021-12-07 19:58:01 | INFO : - file 2079_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-07 19:58:02 | INFO : - file 1835_Mozart_K590_StringQuartet.npy added to training set.
2021-12-07 19:58:03 | INFO : - file 1873_Mozart_K502_PianoTrio.npy added to training set.
2021-12-07 19:58:04 | INFO : - file 2424_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-07 19:58:05 | INFO : - file 2209_Bach_BWV849_WTKI.npy added to training set.
2021-12-07 19:58:06 | INFO : - file 2410_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-07 19:58:07 | INFO : - file 2296_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-07 19:58:08 | INFO : - file 1817_Mozart_K375_Serenadein.npy added to training set.
2021-12-07 19:58:09 | INFO : - file 2472_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-07 19:58:11 | INFO : - file 2383_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-07 19:58:13 | INFO : - file 2462_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-07 19:58:14 | INFO : - file 2575_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-07 19:58:15 | INFO : - file 2320_Beethoven_OP38_Trioin.npy added to training set.
2021-12-07 19:58:16 | INFO : - file 2207_Bach_BWV855_WTKI.npy added to training set.
2021-12-07 19:58:18 | INFO : - file 2476_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-07 19:58:19 | INFO : - file 2371_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-07 19:58:21 | INFO : - file 2147_Brahms_OP36_StringSextet.npy added to training set.
2021-12-07 19:58:21 | INFO : - file 2215_Bach_BWV846_WTKI.npy added to training set.
2021-12-07 19:58:24 | INFO : - file 1777_Schubert_D850_PianoSonata.npy added to training set.
2021-12-07 19:58:25 | INFO : - file 2502_Beethoven_OP12NO3_ViolinSonata.npy added to training set.
2021-12-07 19:58:27 | INFO : - file 1922_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-07 19:58:28 | INFO : - file 1893_Mozart_K564_PianoTrio.npy added to training set.
2021-12-07 19:58:29 | INFO : - file 2186_Bach_BWV1006_ViolinPartita.npy added to validation set.
2021-12-07 19:58:31 | INFO : - file 2160_Brahms_OP40_HornTrio.npy added to training set.
2021-12-07 19:58:33 | INFO : - file 2509_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-07 19:58:35 | INFO : - file 2505_Beethoven_OP103_Octetin.npy added to training set.
2021-12-07 19:58:36 | INFO : - file 2506_Beethoven_OP103_Octetin.npy added to training set.
2021-12-07 19:58:36 | INFO : - file 2628_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-07 19:58:37 | INFO : - file 2218_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-07 19:58:38 | INFO : - file 2529_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-07 19:58:39 | INFO : - file 2374_Beethoven_OP49NO1_PianoSonata.npy added to training set.
2021-12-07 19:58:41 | INFO : - file 2392_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-07 19:58:42 | INFO : - file 2231_Bach_BWV866_WTKI.npy added to training set.
2021-12-07 19:58:44 | INFO : - file 1813_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-07 19:58:44 | INFO : - file 2196_Bach_BWV848_WTKI.npy added to training set.
2021-12-07 19:58:46 | INFO : - file 2158_Brahms_OP40_HornTrio.npy added to validation set.
2021-12-07 19:58:49 | INFO : - file 1872_Mozart_K502_PianoTrio.npy added to training set.
2021-12-07 19:58:51 | INFO : - file 2621_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-07 19:58:54 | INFO : - file 2150_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-07 19:58:55 | INFO : - file 2217_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-07 19:58:55 | INFO : - file 2243_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-07 19:58:57 | INFO : - file 2433_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-07 19:58:58 | INFO : - file 2211_Bach_BWV857_WTKI.npy added to training set.
2021-12-07 19:59:00 | INFO : - file 1764_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-07 19:59:02 | INFO : - file 2348_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-07 19:59:03 | INFO : - file 1932_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-07 19:59:04 | INFO : - file 2232_Bach_BWV866_WTKI.npy added to training set.
2021-12-07 19:59:04 | INFO : - file 2203_Bach_BWV1013_Partitain.npy added to training set.
2021-12-07 19:59:07 | INFO : - file 2157_Brahms_OP18_StringSextet.npy added to validation set.
2021-12-07 19:59:09 | INFO : - file 2486_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-07 19:59:11 | INFO : - file 2393_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-07 19:59:11 | INFO : - file 2210_Bach_BWV849_WTKI.npy added to training set.
2021-12-07 19:59:12 | INFO : - file 2659_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-07 19:59:14 | INFO : - file 1729_Schubert_OP114_PianoQuintet.npy added to validation set.
2021-12-07 19:59:16 | INFO : - file 2678_Beethoven_OP14NO2_PianoSonata.npy added to training set.
2021-12-07 19:59:17 | INFO : - file 2221_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-07 19:59:17 | INFO : - file 2411_Beethoven_OP27NO1_PianoSonata.npy added to training set.
2021-12-07 19:59:19 | INFO : - file 2343_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-07 19:59:20 | INFO : - file 1818_Mozart_K375_Serenadein.npy added to training set.
2021-12-07 19:59:22 | INFO : - file 1919_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-07 19:59:23 | INFO : - file 2415_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-07 19:59:23 | INFO : - file 2305_Bach_BWV859_WTKI.npy added to training set.
2021-12-07 19:59:25 | INFO : - file 2510_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-07 19:59:27 | INFO : - file 2608_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-07 19:59:29 | INFO : - file 2532_Beethoven_OP111_PianoSonata.npy added to training set.
2021-12-07 19:59:32 | INFO : - file 2542_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-07 19:59:33 | INFO : - file 2118_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-07 19:59:34 | INFO : - file 1756_Schubert_D784_PianoSonata.npy added to validation set.
2021-12-07 19:59:37 | INFO : - file 1793_Mozart_K465_StringQuartet.npy added to training set.
2021-12-07 19:59:38 | INFO : - file 1758_Schubert_D958_PianoSonata.npy added to training set.
2021-12-07 19:59:40 | INFO : - file 2404_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-07 19:59:41 | INFO : - file 2491_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-07 19:59:43 | INFO : - file 2282_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-07 19:59:44 | INFO : - file 2304_Bach_BWV859_WTKI.npy added to training set.
2021-12-07 19:59:46 | INFO : - file 2149_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-07 19:59:48 | INFO : - file 2330_Beethoven_OP12NO1_ViolinSonata.npy added to training set.
2021-12-07 19:59:51 | INFO : - file 1916_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-07 19:59:51 | INFO : - file 2212_Bach_BWV857_WTKI.npy added to training set.
2021-12-07 19:59:53 | INFO : - file 2480_Beethoven_OP18NO5_StringQuartet.npy added to validation set.
2021-12-07 19:59:54 | INFO : - file 2214_Bach_BWV847_WTKI.npy added to training set.
2021-12-07 19:59:54 | INFO : - file 2195_Bach_BWV848_WTKI.npy added to training set.
2021-12-07 19:59:55 | INFO : - file 2477_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-07 19:59:56 | INFO : - file 2295_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-07 19:59:58 | INFO : - file 1768_Schubert_D664_PianoSonata.npy added to training set.
2021-12-07 19:59:59 | INFO : - file 2627_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-07 20:00:00 | INFO : - file 2431_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-07 20:00:01 | INFO : - file 2591_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-07 20:00:03 | INFO : - file 1775_Schubert_D850_PianoSonata.npy added to training set.
2021-12-07 20:00:05 | INFO : - file 2293_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-07 20:00:06 | INFO : - file 1791_Mozart_K465_StringQuartet.npy added to training set.
2021-12-07 20:00:07 | INFO : - file 2194_Bach_BWV858_WTKI.npy added to validation set.
2021-12-07 20:00:11 | INFO : - file 1742_Schubert_OP163_StringQuintet.npy added to training set.
2021-12-07 20:00:14 | INFO : - file 1776_Schubert_D850_PianoSonata.npy added to training set.
2021-12-07 20:00:17 | INFO : - file 2112_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-07 20:00:19 | INFO : - file 2423_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-07 20:00:20 | INFO : - file 2560_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-07 20:00:21 | INFO : - file 2219_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-07 20:00:22 | INFO : - file 2420_Beethoven_OP12NO2_ViolinSonata.npy added to training set.
2021-12-07 20:00:25 | INFO : - file 1763_Schubert_OP142_4Impromptus.npy added to training set.
2021-12-07 20:00:25 | INFO : - file 2228_Bach_BWV851_WTKI.npy added to training set.
2021-12-07 20:00:29 | INFO : - file 2441_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-07 20:00:31 | INFO : - file 2570_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-07 20:00:32 | INFO : - file 1918_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-07 20:00:34 | INFO : - file 2451_Beethoven_OP18NO6_StringQuartet.npy added to training set.
2021-12-07 20:00:36 | INFO : - file 2177_Ravel_35_StringQuartet.npy added to training set.
2021-12-07 20:00:38 | INFO : - file 1788_Mozart_K465_StringQuartet.npy added to training set.
2021-12-07 20:00:40 | INFO : - file 2179_Ravel_35_StringQuartet.npy added to training set.
2021-12-07 20:00:42 | INFO : - file 2346_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-07 20:00:44 | INFO : - file 2376_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-07 20:00:45 | INFO : - file 2620_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-07 20:00:47 | INFO : - file 2390_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-07 20:00:48 | INFO : - file 2335_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-07 20:00:50 | INFO : - file 2403_Beethoven_OP18NO1_StringQuartet.npy added to training set.
2021-12-07 20:00:50 | INFO : - file 2247_Bach_BWV854_WTKI.npy added to training set.
2021-12-07 20:00:51 | INFO : - file 2432_Beethoven_OP135_StringQuartet.npy added to training set.
2021-12-07 20:00:51 | INFO : - file 2292_Bach_BWV864_WTKI.npy added to training set.
2021-12-07 20:00:53 | INFO : - file 2076_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-07 20:00:54 | INFO : - file 1790_Mozart_K465_StringQuartet.npy added to training set.
2021-12-07 20:00:54 | INFO : - file 2302_Bach_BWV850_WTKI.npy added to training set.
2021-12-07 20:00:56 | INFO : - file 2391_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-07 20:00:58 | INFO : - file 1933_Dvorak_OP96_StringQuartet.npy added to validation set.
2021-12-07 20:01:00 | INFO : - file 2514_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-07 20:01:01 | INFO : - file 1829_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-07 20:01:03 | INFO : - file 1923_Dvorak_OP51_StringQuartet.npy added to training set.
2021-12-07 20:01:06 | INFO : - file 2377_Beethoven_OP59NO2_StringQuartet.npy added to training set.
2021-12-07 20:01:08 | INFO : - file 1931_Dvorak_OP96_StringQuartet.npy added to training set.
2021-12-07 20:01:09 | INFO : - file 2294_Bach_BWV1010_CelloSuite.npy added to training set.
2021-12-07 20:01:10 | INFO : - file 2384_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-07 20:01:11 | INFO : - file 2241_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-07 20:01:12 | INFO : - file 2242_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-07 20:01:13 | INFO : - file 2283_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-07 20:01:15 | INFO : - file 2632_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-07 20:01:17 | INFO : - file 1760_Schubert_D958_PianoSonata.npy added to training set.
2021-12-07 20:01:19 | INFO : - file 2568_Beethoven_OP90_PianoSonata.npy added to training set.
2021-12-07 20:01:21 | INFO : - file 2345_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-07 20:01:22 | INFO : - file 2576_Beethoven_OP13_PianoSonata.npy added to training set.
2021-12-07 20:01:24 | INFO : - file 2131_Brahms_OP11_SerenadeNo.npy added to training set.
2021-12-07 20:01:25 | INFO : - file 2537_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-07 20:01:28 | INFO : - file 2607_Beethoven_OP31NO1_PianoSonata.npy added to training set.
2021-12-07 20:01:28 | INFO : - file 2230_Bach_BWV865_WTKI.npy added to training set.
2021-12-07 20:01:29 | INFO : - file 2167_Faure_OP45_PianoQuartet.npy added to validation set.
2021-12-07 20:01:31 | INFO : - file 2603_Beethoven_OP81NO1_PianoSonata.npy added to training set.
2021-12-07 20:01:32 | INFO : - file 2594_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-07 20:01:33 | INFO : - file 2204_Bach_BWV1013_Partitain.npy added to training set.
2021-12-07 20:01:35 | INFO : - file 2523_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-07 20:01:36 | INFO : - file 2357_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-07 20:01:40 | INFO : - file 2398_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-07 20:01:41 | INFO : - file 2310_Bach_BWV860_WTKI.npy added to training set.
2021-12-07 20:01:42 | INFO : - file 2078_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-07 20:01:45 | INFO : - file 2521_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-07 20:01:47 | INFO : - file 2562_Beethoven_OP18NO2_StringQuartet.npy added to training set.
2021-12-07 20:01:48 | INFO : - file 1824_Mozart_K421_StringQuartet.npy added to training set.
2021-12-07 20:01:50 | INFO : - file 2318_Beethoven_OP38_Trioin.npy added to validation set.
2021-12-07 20:01:52 | INFO : - file 1773_Schubert_D568_PianoSonata.npy added to training set.
2021-12-07 20:01:57 | INFO : - file 2443_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-07 20:02:01 | INFO : - file 2114_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-07 20:02:04 | INFO : - file 2488_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-07 20:02:05 | INFO : - file 2198_Bach_BWV867_WTKI.npy added to training set.
2021-12-07 20:02:08 | INFO : - file 2350_Beethoven_OP27NO2_PianoSonata.npy added to training set.
2021-12-07 20:02:11 | INFO : - file 2595_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-07 20:02:15 | INFO : - file 1805_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-07 20:02:17 | INFO : - file 2113_Brahms_OP38_CelloSonata.npy added to training set.
2021-12-07 20:02:20 | INFO : - file 2075_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-07 20:02:24 | INFO : - file 2516_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-07 20:02:27 | INFO : - file 2497_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-07 20:02:30 | INFO : - file 2507_Beethoven_OP103_Octetin.npy added to training set.
2021-12-07 20:02:33 | INFO : - file 2389_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-07 20:02:35 | INFO : - file 2222_Bach_BWV1009_CelloSuite.npy added to validation set.
2021-12-07 20:02:37 | INFO : - file 2372_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-07 20:02:41 | INFO : - file 2471_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-07 20:02:43 | INFO : - file 2105_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-07 20:02:47 | INFO : - file 2388_Beethoven_OP31NO2_PianoSonata.npy added to training set.
2021-12-07 20:02:49 | INFO : - file 2213_Bach_BWV847_WTKI.npy added to training set.
2021-12-07 20:02:53 | INFO : - file 2629_Beethoven_OP96_ViolinSonata.npy added to validation set.
2021-12-07 20:02:55 | INFO : - file 2417_Beethoven_OP71_Sextetin.npy added to training set.
2021-12-07 20:02:59 | INFO : - file 1751_Schubert_D845_PianoSonata.npy added to training set.
2021-12-07 20:03:02 | INFO : - file 1728_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-07 20:03:03 | INFO : - file 2227_Bach_BWV851_WTKI.npy added to training set.
2021-12-07 20:03:05 | INFO : - file 1734_Schubert_D959_PianoSonata.npy added to training set.
2021-12-07 20:03:06 | INFO : - file 2224_Bach_BWV852_WTKI.npy added to training set.
2021-12-07 20:03:08 | INFO : - file 2285_Bach_BWV1014_ViolinSonata.npy added to training set.
2021-12-07 20:03:13 | INFO : - file 2159_Brahms_OP40_HornTrio.npy added to training set.
2021-12-07 20:03:14 | INFO : - file 2117_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-07 20:03:21 | INFO : - file 2155_Brahms_OP18_StringSextet.npy added to training set.
2021-12-07 20:03:25 | INFO : - file 1771_Schubert_D568_PianoSonata.npy added to training set.
2021-12-07 20:03:30 | INFO : - file 2571_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-07 20:03:32 | INFO : - file 2229_Bach_BWV865_WTKI.npy added to training set.
2021-12-07 20:03:37 | INFO : - file 2325_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-07 20:03:42 | INFO : - file 1749_Schubert_D845_PianoSonata.npy added to training set.
2021-12-07 20:03:46 | INFO : - file 2573_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-07 20:03:48 | INFO : - file 2596_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-07 20:03:49 | INFO : - file 2300_Bach_BWV853_WTKI.npy added to training set.
2021-12-07 20:03:51 | INFO : - file 2487_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-07 20:03:53 | INFO : - file 2119_Brahms_OP120NO1_ClarinetSonata.npy added to training set.
2021-12-07 20:03:57 | INFO : - file 1765_Schubert_OP142_4Impromptus.npy added to validation set.
2021-12-07 20:04:00 | INFO : - file 2528_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-07 20:04:02 | INFO : - file 1727_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-07 20:04:06 | INFO : - file 2314_Beethoven_OP132_StringQuartet.npy added to training set.
2021-12-07 20:04:07 | INFO : - file 2202_Bach_BWV1013_Partitain.npy added to training set.
2021-12-07 20:04:08 | INFO : - file 2239_Bach_BWV862_WTKI.npy added to training set.
2021-12-07 20:04:13 | INFO : - file 2444_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-07 20:04:15 | INFO : - file 2581_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-07 20:04:16 | INFO : - file 2244_Bach_BWV1001_ViolinSonata.npy added to training set.
2021-12-07 20:04:19 | INFO : - file 1792_Mozart_K465_StringQuartet.npy added to training set.
2021-12-07 20:04:22 | INFO : - file 1812_Mozart_K581_ClarinetQuintet.npy added to training set.
2021-12-07 20:04:25 | INFO : - file 2490_Beethoven_OP7_PianoSonata.npy added to training set.
2021-12-07 20:04:27 | INFO : - file 2442_Beethoven_OP106_PianoSonata.npy added to training set.
2021-12-07 20:04:31 | INFO : - file 2564_Beethoven_OP22_PianoSonata.npy added to training set.
2021-12-07 20:04:35 | INFO : - file 2611_Beethoven_OP10NO3_PianoSonata.npy added to training set.
2021-12-07 20:04:37 | INFO : - file 2422_Beethoven_OP2NO1_PianoSonata.npy added to training set.
2021-12-07 20:04:41 | INFO : - file 2483_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-07 20:04:44 | INFO : - file 2342_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-07 20:04:55 | INFO : - file 2366_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-07 20:04:57 | INFO : - file 2358_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-07 20:05:02 | INFO : - file 2555_Beethoven_OP109_PianoSonata.npy added to training set.
2021-12-07 20:05:07 | INFO : - file 2622_Beethoven_OP59NO1_StringQuartet.npy added to training set.
2021-12-07 20:05:11 | INFO : - file 2289_Bach_BWV1002_ViolinPartita.npy added to validation set.
2021-12-07 20:05:13 | INFO : - file 2080_Cambini_JOHN2_WindQuintet.npy added to training set.
2021-12-07 20:05:18 | INFO : - file 2588_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-07 20:05:22 | INFO : - file 2494_Beethoven_OP95_StringQuartet.npy added to training set.
2021-12-07 20:05:27 | INFO : - file 1789_Mozart_K465_StringQuartet.npy added to training set.
2021-12-07 20:05:32 | INFO : - file 2168_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-07 20:05:34 | INFO : - file 1859_Mozart_K464_StringQuartet.npy added to training set.
2021-12-07 20:05:36 | INFO : - file 2586_Beethoven_OP102NO1_CelloSonata.npy added to training set.
2021-12-07 20:05:38 | INFO : - file 2478_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-07 20:05:49 | INFO : - file 2315_Beethoven_OP132_StringQuartet.npy added to validation set.
2021-12-07 20:05:50 | INFO : - file 2201_Bach_BWV861_WTKI.npy added to training set.
2021-12-07 20:05:51 | INFO : - file 2572_Beethoven_OP30NO2_ViolinSonata.npy added to training set.
2021-12-07 20:05:52 | INFO : - file 2238_Bach_BWV868_WTKI.npy added to training set.
2021-12-07 20:05:53 | INFO : - file 2248_Bach_BWV854_WTKI.npy added to training set.
2021-12-07 20:06:01 | INFO : - file 1735_Schubert_D959_PianoSonata.npy added to training set.
2021-12-07 20:06:02 | INFO : - file 2308_Bach_BWV863_WTKI.npy added to training set.
2021-12-07 20:06:11 | INFO : - file 2154_Brahms_OP18_StringSextet.npy added to training set.
2021-12-07 20:06:17 | INFO : - file 2140_Brahms_OP51NO1_StringQuartet.npy added to training set.
2021-12-07 20:06:19 | INFO : - file 2077_Cambini_JOHN1_WindQuintet.npy added to training set.
2021-12-07 20:06:25 | INFO : - file 1807_Mozart_K387_StringQuartet.npy added to validation set.
2021-12-07 20:06:34 | INFO : - file 2406_Beethoven_OP110_PianoSonata.npy added to training set.
2021-12-07 20:06:40 | INFO : - file 1772_Schubert_D568_PianoSonata.npy added to training set.
2021-12-07 20:06:42 | INFO : - file 2156_Brahms_OP18_StringSextet.npy added to training set.
2021-12-07 20:06:53 | INFO : - file 1757_Schubert_D958_PianoSonata.npy added to training set.
2021-12-07 20:07:05 | INFO : - file 2436_Beethoven_OP53_PianoSonata.npy added to training set.
2021-12-07 20:07:09 | INFO : - file 2364_Beethoven_OP28_PianoSonata.npy added to training set.
2021-12-07 20:07:13 | INFO : - file 2538_Beethoven_OP49NO2_PianoSonata.npy added to training set.
2021-12-07 20:07:18 | INFO : - file 2336_Beethoven_OP30NO3_ViolinSonata.npy added to training set.
2021-12-07 20:07:21 | INFO : - file 2466_Beethoven_OP23_ViolinSonata.npy added to training set.
2021-12-07 20:07:30 | INFO : - file 2677_Beethoven_OP14NO1_PianoSonata.npy added to training set.
2021-12-07 20:07:33 | INFO : - file 2081_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-07 20:07:42 | INFO : - file 2151_Brahms_OP25_PianoQuartet.npy added to training set.
2021-12-07 20:07:49 | INFO : - file 2512_Beethoven_OP2NO2_PianoSonata.npy added to training set.
2021-12-07 20:07:53 | INFO : - file 2083_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-07 20:08:00 | INFO : - file 2368_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-07 20:08:08 | INFO : - file 2082_Cambini_JOHN3_WindQuintet.npy added to validation set.
2021-12-07 20:08:14 | INFO : - file 2178_Ravel_35_StringQuartet.npy added to training set.
2021-12-07 20:08:25 | INFO : - file 2322_Beethoven_OP57_PianoSonata.npy added to training set.
2021-12-07 20:08:31 | INFO : - file 2633_Beethoven_OP14NO2_PianoSonata.npy added to validation set.
2021-12-07 20:08:38 | INFO : - file 2220_Bach_BWV1009_CelloSuite.npy added to training set.
2021-12-07 20:08:42 | INFO : - file 1828_Mozart_K542_PianoTrio.npy added to validation set.
2021-12-07 20:08:56 | INFO : - file 2527_Beethoven_OP10NO1_PianoSonata.npy added to training set.
2021-12-07 20:08:58 | INFO : - file 2540_Beethoven_OP101_PianoSonata.npy added to training set.
2021-12-07 20:09:06 | INFO : - file 2582_Beethoven_OP54_PianoSonata.npy added to training set.
2021-12-07 20:09:14 | INFO : - file 2225_Bach_BWV852_WTKI.npy added to training set.
2021-12-07 20:09:17 | INFO : - file 1876_Mozart_K496_PianoTrio.npy added to training set.
2021-12-07 20:09:23 | INFO : - file 2593_Beethoven_OP31NO3_PianoSonata.npy added to training set.
2021-12-07 20:09:32 | INFO : - file 2482_Beethoven_OP18NO5_StringQuartet.npy added to training set.
2021-12-07 20:09:43 | INFO : - file 2341_Beethoven_OP30NO3_ViolinSonata.npy added to validation set.
2021-12-07 20:09:44 | INFO : - file 2288_Bach_BWV1002_ViolinPartita.npy added to training set.
2021-12-07 20:09:52 | INFO : - file 2504_Beethoven_OP103_Octetin.npy added to training set.
2021-12-07 20:10:00 | INFO : - file 2381_Beethoven_OP130_StringQuartet.npy added to training set.
2021-12-07 20:10:06 | INFO : - file 2104_Haydn_OP64NO5_QuartetNo.npy added to training set.
2021-12-07 20:10:15 | INFO : - file 2365_Beethoven_OP127_StringQuartet.npy added to training set.
2021-12-07 20:10:26 | INFO : - file 1739_Schubert_OP99_PianoTrio.npy added to training set.
2021-12-07 20:10:46 | INFO : - file 1750_Schubert_D845_PianoSonata.npy added to training set.
2021-12-07 20:10:54 | INFO : - file 2473_Beethoven_OP2NO3_PianoSonata.npy added to training set.
2021-12-07 20:10:57 | INFO : - file 2180_Ravel_35_StringQuartet.npy added to training set.
2021-12-07 20:11:17 | INFO : - file 2397_Beethoven_OP47_ViolinSonata.npy added to training set.
2021-12-07 20:11:30 | INFO : - file 2626_Beethoven_OP96_ViolinSonata.npy added to training set.
2021-12-07 20:11:41 | INFO : - file 1730_Schubert_OP114_PianoQuintet.npy added to training set.
2021-12-07 20:11:45 | INFO : - file 2522_Beethoven_OP69_CelloSonata.npy added to training set.
2021-12-07 20:11:52 | INFO : - file 2619_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-07 20:11:52 | INFO : - file 2234_Bach_BWV856_WTKI.npy added to training set.
2021-12-07 20:11:54 | INFO : - file 2618_Beethoven_OP10NO2_PianoSonata.npy added to training set.
2021-12-07 20:12:02 | INFO : - file 2161_Brahms_OP40_HornTrio.npy added to training set.
2021-12-07 20:12:16 | INFO : - file 2166_Faure_OP45_PianoQuartet.npy added to training set.
2021-12-07 20:12:24 | INFO : - file 2319_Beethoven_OP38_Trioin.npy added to training set.
2021-12-07 20:12:30 | INFO : - file 2590_Beethoven_OP26_PianoSonata.npy added to training set.
2021-12-07 20:12:30 | INFO : ######## Training set MusicNet generated, length 133177 ######
2021-12-07 20:12:30 | INFO : ######## Validation set MusicNet generated, length 15491 ######
2021-12-07 20:12:31 | INFO : - file Schubert_D911-06_AL98.npy added to training set.
2021-12-07 20:12:37 | INFO : - file Schubert_D911-11_OL06.npy added to training set.
2021-12-07 20:12:40 | INFO : - file Schubert_D911-10_FI80.npy added to training set.
2021-12-07 20:12:46 | INFO : - file Schubert_D911-05_FI80.npy added to training set.
2021-12-07 20:12:49 | INFO : - file Schubert_D911-06_QU98.npy added to training set.
2021-12-07 20:12:50 | INFO : - file Schubert_D911-04_FI80.npy added to training set.
2021-12-07 20:12:56 | INFO : - file Schubert_D911-05_QU98.npy added to training set.
2021-12-07 20:12:57 | INFO : - file Schubert_D911-12_AL98.npy added to training set.
2021-12-07 20:13:01 | INFO : - file Schubert_D911-10_AL98.npy added to training set.
2021-12-07 20:13:04 | INFO : - file Schubert_D911-04_FI55.npy added to training set.
2021-12-07 20:13:05 | INFO : - file Schubert_D911-04_AL98.npy added to training set.
2021-12-07 20:13:10 | INFO : - file Schubert_D911-14_TR99.npy added to validation set.
2021-12-07 20:13:11 | INFO : - file Schubert_D911-10_FI55.npy added to training set.
2021-12-07 20:13:12 | INFO : - file Schubert_D911-02_FI55.npy added to training set.
2021-12-07 20:13:15 | INFO : - file Schubert_D911-03_AL98.npy added to training set.
2021-12-07 20:13:18 | INFO : - file Schubert_D911-10_OL06.npy added to training set.
2021-12-07 20:13:20 | INFO : - file Schubert_D911-15_FI66.npy added to validation set.
2021-12-07 20:13:22 | INFO : - file Schubert_D911-05_FI55.npy added to training set.
2021-12-07 20:13:23 | INFO : - file Schubert_D911-09_FI55.npy added to training set.
2021-12-07 20:13:26 | INFO : - file Schubert_D911-13_OL06.npy added to training set.
2021-12-07 20:13:28 | INFO : - file Schubert_D911-03_QU98.npy added to training set.
2021-12-07 20:13:28 | INFO : - file Schubert_D911-15_TR99.npy added to validation set.
2021-12-07 20:13:32 | INFO : - file Schubert_D911-13_QU98.npy added to training set.
2021-12-07 20:13:33 | INFO : - file Schubert_D911-13_AL98.npy added to training set.
2021-12-07 20:13:33 | INFO : - file Schubert_D911-08_FI80.npy added to training set.
2021-12-07 20:13:34 | INFO : - file Schubert_D911-13_FI80.npy added to training set.
2021-12-07 20:13:35 | INFO : - file Schubert_D911-16_FI66.npy added to validation set.
2021-12-07 20:13:38 | INFO : - file Schubert_D911-03_OL06.npy added to training set.
2021-12-07 20:13:40 | INFO : - file Schubert_D911-11_FI55.npy added to training set.
2021-12-07 20:13:41 | INFO : - file Schubert_D911-02_OL06.npy added to training set.
2021-12-07 20:13:45 | INFO : - file Schubert_D911-06_FI80.npy added to training set.
2021-12-07 20:13:48 | INFO : - file Schubert_D911-01_FI80.npy added to training set.
2021-12-07 20:13:52 | INFO : - file Schubert_D911-01_AL98.npy added to training set.
2021-12-07 20:13:54 | INFO : - file Schubert_D911-01_OL06.npy added to training set.
2021-12-07 20:13:54 | INFO : - file Schubert_D911-16_TR99.npy added to validation set.
2021-12-07 20:13:55 | INFO : - file Schubert_D911-03_FI80.npy added to training set.
2021-12-07 20:13:57 | INFO : - file Schubert_D911-04_QU98.npy added to training set.
2021-12-07 20:14:03 | INFO : - file Schubert_D911-11_AL98.npy added to training set.
2021-12-07 20:14:09 | INFO : - file Schubert_D911-10_QU98.npy added to training set.
2021-12-07 20:14:13 | INFO : - file Schubert_D911-13_FI55.npy added to training set.
2021-12-07 20:14:18 | INFO : - file Schubert_D911-09_AL98.npy added to training set.
2021-12-07 20:14:26 | INFO : - file Schubert_D911-01_QU98.npy added to training set.
2021-12-07 20:14:32 | INFO : - file Schubert_D911-04_OL06.npy added to training set.
2021-12-07 20:14:39 | INFO : - file Schubert_D911-05_AL98.npy added to training set.
2021-12-07 20:14:41 | INFO : - file Schubert_D911-02_QU98.npy added to training set.
2021-12-07 20:14:48 | INFO : - file Schubert_D911-07_OL06.npy added to training set.
2021-12-07 20:14:52 | INFO : - file Schubert_D911-11_FI80.npy added to training set.
2021-12-07 20:14:58 | INFO : - file Schubert_D911-06_OL06.npy added to training set.
2021-12-07 20:15:02 | INFO : - file Schubert_D911-07_QU98.npy added to training set.
2021-12-07 20:15:08 | INFO : - file Schubert_D911-01_FI55.npy added to training set.
2021-12-07 20:15:11 | INFO : - file Schubert_D911-03_FI55.npy added to training set.
2021-12-07 20:15:16 | INFO : - file Schubert_D911-05_OL06.npy added to training set.
2021-12-07 20:15:19 | INFO : - file Schubert_D911-12_QU98.npy added to training set.
2021-12-07 20:15:22 | INFO : - file Schubert_D911-14_FI66.npy added to validation set.
2021-12-07 20:15:26 | INFO : - file Schubert_D911-11_QU98.npy added to training set.
2021-12-07 20:15:30 | INFO : - file Schubert_D911-06_FI55.npy added to training set.
2021-12-07 20:15:31 | INFO : - file Schubert_D911-02_AL98.npy added to training set.
2021-12-07 20:15:34 | INFO : - file Schubert_D911-09_OL06.npy added to training set.
2021-12-07 20:15:37 | INFO : - file Schubert_D911-12_FI80.npy added to training set.
2021-12-07 20:15:39 | INFO : - file Schubert_D911-08_OL06.npy added to training set.
2021-12-07 20:15:40 | INFO : - file Schubert_D911-09_FI80.npy added to training set.
2021-12-07 20:15:42 | INFO : - file Schubert_D911-09_QU98.npy added to training set.
2021-12-07 20:15:45 | INFO : - file Schubert_D911-07_FI55.npy added to training set.
2021-12-07 20:15:46 | INFO : - file Schubert_D911-02_FI80.npy added to training set.
2021-12-07 20:15:50 | INFO : - file Schubert_D911-08_QU98.npy added to training set.
2021-12-07 20:15:51 | INFO : - file Schubert_D911-08_FI55.npy added to training set.
2021-12-07 20:15:56 | INFO : - file Schubert_D911-07_FI80.npy added to training set.
2021-12-07 20:15:58 | INFO : - file Schubert_D911-07_AL98.npy added to training set.
2021-12-07 20:16:00 | INFO : - file Schubert_D911-12_FI55.npy added to training set.
2021-12-07 20:16:01 | INFO : - file Schubert_D911-08_AL98.npy added to training set.
2021-12-07 20:16:02 | INFO : - file Schubert_D911-12_OL06.npy added to training set.
2021-12-07 20:16:02 | INFO : ######## Training set SchubertWR generated, length 92820 ######
2021-12-07 20:16:02 | INFO : ######## Validation set SchubertWR generated, length 9466 ######
2021-12-07 20:16:03 | INFO : - file 01-AchGottundHerr.npy added to training set.
2021-12-07 20:16:03 | INFO : - file 06-DieSonne.npy added to validation set.
2021-12-07 20:16:04 | INFO : - file 05-DieNacht.npy added to validation set.
2021-12-07 20:16:04 | INFO : - file 03-ChristederdubistTagundLicht.npy added to training set.
2021-12-07 20:16:04 | INFO : - file 02-AchLiebenChristen.npy added to training set.
2021-12-07 20:16:04 | INFO : - file 04-ChristeDuBeistand.npy added to training set.
2021-12-07 20:16:04 | INFO : ######## Training set Bach10 generated, length 5421 ######
2021-12-07 20:16:04 | INFO : ######## Validation set Bach10 generated, length 2827 ######
2021-12-07 20:16:05 | INFO : - file mahler.npy added to training set.
2021-12-07 20:16:07 | INFO : - file beethoven.npy added to training set.
2021-12-07 20:16:07 | INFO : ######## Training set PHENICX-Anechoic generated, length 6884 ######
2021-12-07 20:16:08 | INFO : - file CSD_Traditional_ElRossinyol.npy added to training set.
2021-12-07 20:16:10 | INFO : - file CSD_Guerrero_NinoDios_noalt.npy added to validation set.
2021-12-07 20:16:11 | INFO : - file CSD_Guerrero_NinoDios_nosop.npy added to validation set.
2021-12-07 20:16:12 | INFO : - file CSD_Guerrero_NinoDios_nobas.npy added to validation set.
2021-12-07 20:16:14 | INFO : - file CSD_Guerrero_NinoDios_noten.npy added to validation set.
2021-12-07 20:16:15 | INFO : - file CSD_Traditional_ElRossinyol_nobas.npy added to training set.
2021-12-07 20:16:18 | INFO : - file CSD_Traditional_ElRossinyol_noten.npy added to training set.
2021-12-07 20:16:20 | INFO : - file CSD_Traditional_ElRossinyol_nosop.npy added to training set.
2021-12-07 20:16:23 | INFO : - file CSD_Traditional_ElRossinyol_noalt.npy added to training set.
2021-12-07 20:16:24 | INFO : - file CSD_Guerrero_NinoDios.npy added to validation set.
2021-12-07 20:16:24 | INFO : ######## Training set ChoralSingingDataset generated, length 7274 ######
2021-12-07 20:16:24 | INFO : ######## Validation set ChoralSingingDataset generated, length 5555 ######
2021-12-07 20:16:24 | INFO : Training set & loader generated, length 245576
2021-12-07 20:16:24 | INFO : Validation set & loader generated, length 33339
2021-12-07 20:16:24 | INFO :
###################### START TRAINING ######################
2021-12-07 20:37:11 | INFO : Epoch #0 finished. Train Loss: 0.0881, Val Loss: 0.0850 with lr: 0.00100
2021-12-07 20:37:12 | INFO : .... model of epoch 0 saved.
2021-12-07 20:57:44 | INFO : Epoch #1 finished. Train Loss: 0.0724, Val Loss: 0.0772 with lr: 0.00100
2021-12-07 20:57:44 | INFO : .... model of epoch #1 saved.
2021-12-07 21:18:16 | INFO : Epoch #2 finished. Train Loss: 0.0675, Val Loss: 0.0673 with lr: 0.00100
2021-12-07 21:18:16 | INFO : .... model of epoch #2 saved.
2021-12-07 21:38:50 | INFO : Epoch #3 finished. Train Loss: 0.0642, Val Loss: 0.0716 with lr: 0.00100
2021-12-07 21:59:22 | INFO : Epoch #4 finished. Train Loss: 0.0638, Val Loss: 0.0687 with lr: 0.00100
2021-12-07 22:19:54 | INFO : Epoch #5 finished. Train Loss: 0.0606, Val Loss: 0.0877 with lr: 0.00100
2021-12-07 22:40:26 | INFO : Epoch #6 finished. Train Loss: 0.0587, Val Loss: 0.0919 with lr: 0.00100
2021-12-07 23:00:59 | INFO : Epoch #7 finished. Train Loss: 0.0579, Val Loss: 0.0759 with lr: 0.00100
2021-12-07 23:21:32 | INFO : Epoch #8 finished. Train Loss: 0.0565, Val Loss: 0.0663 with lr: 0.00100
2021-12-07 23:21:32 | INFO : .... model of epoch #8 saved.
2021-12-07 23:42:06 | INFO : Epoch #9 finished. Train Loss: 0.0557, Val Loss: 0.0658 with lr: 0.00100
2021-12-07 23:42:06 | INFO : .... model of epoch #9 saved.
2021-12-08 00:02:39 | INFO : Epoch #10 finished. Train Loss: 0.0544, Val Loss: 0.0694 with lr: 0.00100
2021-12-08 00:23:12 | INFO : Epoch #11 finished. Train Loss: 0.0541, Val Loss: 0.0798 with lr: 0.00100
2021-12-08 00:43:45 | INFO : Epoch #12 finished. Train Loss: 0.0530, Val Loss: 0.0855 with lr: 0.00100
2021-12-08 01:04:18 | INFO : Epoch #13 finished. Train Loss: 0.0523, Val Loss: 0.0923 with lr: 0.00100
2021-12-08 01:24:51 | INFO : Epoch #14 finished. Train Loss: 0.0547, Val Loss: 0.0675 with lr: 0.00100
2021-12-08 01:45:25 | INFO : Epoch #15 finished. Train Loss: 0.0582, Val Loss: 0.0698 with lr: 0.00100
2021-12-08 02:05:58 | INFO : Epoch #16 finished. Train Loss: 0.0500, Val Loss: 0.0683 with lr: 0.00050
2021-12-08 02:26:31 | INFO : Epoch #17 finished. Train Loss: 0.0500, Val Loss: 0.0662 with lr: 0.00050
2021-12-08 02:47:04 | INFO : Epoch #18 finished. Train Loss: 0.0483, Val Loss: 0.0672 with lr: 0.00050
2021-12-08 03:07:37 | INFO : Epoch #19 finished. Train Loss: 0.0479, Val Loss: 0.0687 with lr: 0.00050
2021-12-08 03:28:09 | INFO : Epoch #20 finished. Train Loss: 0.0493, Val Loss: 0.0700 with lr: 0.00050
2021-12-08 03:48:43 | INFO : Epoch #21 finished. Train Loss: 0.0477, Val Loss: 0.0699 with lr: 0.00050
2021-12-08 03:48:43 | INFO : ### trained model saved in /tsi/clusterhome/cweiss/models/exp212f_traintest_bigmix_aligned_pitch_unet_veryverylarge_test10files_augall_AdamW_smallepochs.pt
2021-12-08 03:48:43 | INFO :
###################### START TESTING ######################
2021-12-08 03:49:31 | INFO : file 2106_Haydn_OP64NO5_QuartetNo.npy tested. Av. Prec: 0.715656489873528
2021-12-08 03:50:03 | INFO : file 1819_Mozart_K375_Serenadein.npy tested. Av. Prec: 0.7583997217277686
2021-12-08 03:50:30 | INFO : file 2416_Beethoven_OP71_Sextetin.npy tested. Av. Prec: 0.6350559172431531
2021-12-08 03:50:50 | INFO : file 2303_Bach_BWV850_WTKI.npy tested. Av. Prec: 0.7939622871332267
2021-12-08 03:51:25 | INFO : file 1759_Schubert_D958_PianoSonata.npy tested. Av. Prec: 0.785462775125916
2021-12-08 03:51:45 | INFO : file 2191_Bach_BWV1006_ViolinPartita.npy tested. Av. Prec: 0.6956668040508018
2021-12-08 03:53:08 | INFO : file 2629_Beethoven_OP96_ViolinSonata.npy tested. Av. Prec: 0.8041130045767789
2021-12-08 03:53:31 | INFO : file 2382_Beethoven_OP130_StringQuartet.npy tested. Av. Prec: 0.4901155725480102
2021-12-08 03:53:59 | INFO : file 2556_Beethoven_OP109_PianoSonata.npy tested. Av. Prec: 0.7910097692836997
2021-12-08 03:54:25 | INFO : file 2298_Bach_BWV1010_CelloSuite.npy tested. Av. Prec: 0.6200328857552617
2021-12-08 03:54:25 | INFO : ### Dataset MusicNet tested. Individual results: ################################
2021-12-08 03:54:25 | INFO : Mean precision: 0.6602574290824117
2021-12-08 03:54:25 | INFO : Mean recall: 0.7206554519805841
2021-12-08 03:54:25 | INFO : Mean f_measure: 0.6865741419968258
2021-12-08 03:54:25 | INFO : Mean cosine_sim: 0.719582254775842
2021-12-08 03:54:25 | INFO : Mean binary_crossentropy: 0.07424997463325052
2021-12-08 03:54:25 | INFO : Mean euclidean_distance: 0.9210287249204219
2021-12-08 03:54:25 | INFO : Mean binary_accuracy: 0.9791837233123284
2021-12-08 03:54:25 | INFO : Mean soft_accuracy: 0.9697731397294213
2021-12-08 03:54:25 | INFO : Mean accum_energy: 0.5239867535411786
2021-12-08 03:54:25 | INFO : Mean roc_auc_measure: 0.9822647814805514
2021-12-08 03:54:25 | INFO : Mean average_precision_score: 0.7089475227318145
2021-12-08 03:54:25 | INFO : Mean Precision: 0.6602574290824117
2021-12-08 03:54:25 | INFO : Mean Recall: 0.7206554519805841
2021-12-08 03:54:25 | INFO : Mean Accuracy: 0.5269511642167231
2021-12-08 03:54:25 | INFO : Mean Substitution Error: 0.1437871164673055
2021-12-08 03:54:25 | INFO : Mean Miss Error: 0.13555743155211042
2021-12-08 03:54:25 | INFO : Mean False Alarm Error: 0.23978470847721284
2021-12-08 03:54:25 | INFO : Mean Total Error: 0.5191292564966287
2021-12-08 03:54:25 | INFO : Mean Chroma Precision: 0.6815045599294458
2021-12-08 03:54:25 | INFO : Mean Chroma Recall: 0.7437582432994178
2021-12-08 03:54:25 | INFO : Mean Chroma Accuracy: 0.5526224024184744
2021-12-08 03:54:25 | INFO : Mean Chroma Substitution Error: 0.12068432514847197
2021-12-08 03:54:25 | INFO : Mean Chroma Miss Error: 0.13555743155211042
2021-12-08 03:54:25 | INFO : Mean Chroma False Alarm Error: 0.23978470847721284
2021-12-08 03:54:25 | INFO : Mean Chroma Total Error: 0.4960264651777952
2021-12-08 03:54:25 | INFO :
2021-12-08 03:54:25 | INFO : Framewise precision: 0.6914199573105231
2021-12-08 03:54:25 | INFO : Framewise recall: 0.7192719889584304
2021-12-08 03:54:25 | INFO : Framewise f_measure: 0.7017904540811615
2021-12-08 03:54:25 | INFO : Framewise cosine_sim: 0.7354845402591901
2021-12-08 03:54:25 | INFO : Framewise binary_crossentropy: 0.08400919547149067
2021-12-08 03:54:25 | INFO : Framewise euclidean_distance: 0.9849293563875469
2021-12-08 03:54:25 | INFO : Framewise binary_accuracy: 0.9772169369190814
2021-12-08 03:54:25 | INFO : Framewise soft_accuracy: 0.9666102056532033
2021-12-08 03:54:25 | INFO : Framewise accum_energy: 0.532795089901656
2021-12-08 03:54:25 | INFO : Framewise roc_auc_measure: 0.9806083268043077
2021-12-08 03:54:25 | INFO : Framewise average_precision_score: 0.7322464456518566
2021-12-08 03:54:25 | INFO : Framewise Precision: 0.6914199573105231
2021-12-08 03:54:25 | INFO : Framewise Recall: 0.7192719889584304
2021-12-08 03:54:25 | INFO : Framewise Accuracy: 0.5440231730503778
2021-12-08 03:54:25 | INFO : Framewise Substitution Error: 0.133769635074499
2021-12-08 03:54:25 | INFO : Framewise Miss Error: 0.14695837596707095
2021-12-08 03:54:25 | INFO : Framewise False Alarm Error: 0.20270761799600617
2021-12-08 03:54:25 | INFO : Framewise Total Error: 0.48343562903757614
2021-12-08 03:54:25 | INFO : Framewise Chroma Precision: 0.7161523490763918
2021-12-08 03:54:25 | INFO : Framewise Chroma Recall: 0.7445591215756839
2021-12-08 03:54:25 | INFO : Framewise Chroma Accuracy: 0.5741725528846333
2021-12-08 03:54:25 | INFO : Framewise Chroma Substitution Error: 0.10848250245724544
2021-12-08 03:54:25 | INFO : Framewise Chroma Miss Error: 0.14695837596707095
2021-12-08 03:54:25 | INFO : Framewise Chroma False Alarm Error: 0.20270761799600617
2021-12-08 03:54:25 | INFO : Framewise Chroma Total Error: 0.45814849642032257
2021-12-08 03:55:06 | INFO : file Schubert_D911-20_SC06.npy tested. Av. Prec: 0.8918275312963762
2021-12-08 03:55:47 | INFO : file Schubert_D911-21_SC06.npy tested. Av. Prec: 0.873232152133654
2021-12-08 03:56:26 | INFO : file Schubert_D911-21_HU33.npy tested. Av. Prec: 0.8927969865634523
2021-12-08 03:56:37 | INFO : file Schubert_D911-18_HU33.npy tested. Av. Prec: 0.7276645522401249
2021-12-08 03:56:55 | INFO : file Schubert_D911-22_HU33.npy tested. Av. Prec: 0.740363285690641
2021-12-08 03:57:29 | INFO : file Schubert_D911-23_HU33.npy tested. Av. Prec: 0.7458869650868165
2021-12-08 03:58:08 | INFO : file Schubert_D911-20_HU33.npy tested. Av. Prec: 0.8616132107563467
2021-12-08 03:58:21 | INFO : file Schubert_D911-18_SC06.npy tested. Av. Prec: 0.8031625843313431
2021-12-08 03:58:37 | INFO : file Schubert_D911-22_SC06.npy tested. Av. Prec: 0.8693987506536358
2021-12-08 03:59:08 | INFO : file Schubert_D911-24_HU33.npy tested. Av. Prec: 0.8320960632700937
2021-12-08 03:59:24 | INFO : file Schubert_D911-19_SC06.npy tested. Av. Prec: 0.7973777148731824
2021-12-08 03:59:55 | INFO : file Schubert_D911-23_SC06.npy tested. Av. Prec: 0.8084471266794835
2021-12-08 04:00:30 | INFO : file Schubert_D911-24_SC06.npy tested. Av. Prec: 0.821772874080753
2021-12-08 04:01:05 | INFO : file Schubert_D911-17_HU33.npy tested. Av. Prec: 0.7047040862491647
2021-12-08 04:01:37 | INFO : file Schubert_D911-17_SC06.npy tested. Av. Prec: 0.6777532456157275
2021-12-08 04:01:50 | INFO : file Schubert_D911-19_HU33.npy tested. Av. Prec: 0.651691614763332
2021-12-08 04:01:50 | INFO : ### Dataset Schubert_Winterreise tested. Individual results: ################################
2021-12-08 04:01:50 | INFO : Mean precision: 0.7050995127318528
2021-12-08 04:01:50 | INFO : Mean recall: 0.807747548082118
2021-12-08 04:01:50 | INFO : Mean f_measure: 0.748895908826057
2021-12-08 04:01:50 | INFO : Mean cosine_sim: 0.7846020070243703
2021-12-08 04:01:50 | INFO : Mean binary_crossentropy: 0.0996006491873188
2021-12-08 04:01:50 | INFO : Mean euclidean_distance: 1.0894220463718245
2021-12-08 04:01:50 | INFO : Mean binary_accuracy: 0.9718233394494757
2021-12-08 04:01:50 | INFO : Mean soft_accuracy: 0.9624706771880203
2021-12-08 04:01:50 | INFO : Mean accum_energy: 0.6601952236711425
2021-12-08 04:01:50 | INFO : Mean roc_auc_measure: 0.9822717676596345
2021-12-08 04:01:50 | INFO : Mean average_precision_score: 0.793736796517758
2021-12-08 04:01:50 | INFO : Mean Precision: 0.7050995127318528
2021-12-08 04:01:50 | INFO : Mean Recall: 0.807747548082118
2021-12-08 04:01:50 | INFO : Mean Accuracy: 0.6024042846114575
2021-12-08 04:01:50 | INFO : Mean Substitution Error: 0.10436817899476891
2021-12-08 04:01:50 | INFO : Mean Miss Error: 0.08788427292311311
2021-12-08 04:01:50 | INFO : Mean False Alarm Error: 0.2519897686790674
2021-12-08 04:01:50 | INFO : Mean Total Error: 0.44424222059694946
2021-12-08 04:01:50 | INFO : Mean Chroma Precision: 0.733799397786543
2021-12-08 04:01:50 | INFO : Mean Chroma Recall: 0.8416445983588502
2021-12-08 04:01:50 | INFO : Mean Chroma Accuracy: 0.6420548170717298
2021-12-08 04:01:50 | INFO : Mean Chroma Substitution Error: 0.07047112871803678
2021-12-08 04:01:50 | INFO : Mean Chroma Miss Error: 0.08788427292311311
2021-12-08 04:01:50 | INFO : Mean Chroma False Alarm Error: 0.2519897686790674
2021-12-08 04:01:50 | INFO : Mean Chroma Total Error: 0.4103451703202173
2021-12-08 04:01:50 | INFO :
2021-12-08 04:01:50 | INFO : Framewise precision: 0.7095110079969998
2021-12-08 04:01:50 | INFO : Framewise recall: 0.8272083169044429
2021-12-08 04:01:50 | INFO : Framewise f_measure: 0.7600807259516864
2021-12-08 04:01:50 | INFO : Framewise cosine_sim: 0.793813287465147
2021-12-08 04:01:50 | INFO : Framewise binary_crossentropy: 0.09541972707421777
2021-12-08 04:01:50 | INFO : Framewise euclidean_distance: 1.0648375767903477
2021-12-08 04:01:50 | INFO : Framewise binary_accuracy: 0.9728129647495437
2021-12-08 04:01:50 | INFO : Framewise soft_accuracy: 0.9639590673272093
2021-12-08 04:01:50 | INFO : Framewise accum_energy: 0.6863519596967008
2021-12-08 04:01:50 | INFO : Framewise roc_auc_measure: 0.9840502223917207
2021-12-08 04:01:50 | INFO : Framewise average_precision_score: 0.8082769701846362
2021-12-08 04:01:50 | INFO : Framewise Precision: 0.7095110079969998
2021-12-08 04:01:50 | INFO : Framewise Recall: 0.8272083169044429
2021-12-08 04:01:50 | INFO : Framewise Accuracy: 0.617247890700952
2021-12-08 04:01:50 | INFO : Framewise Substitution Error: 0.09340483549965944
2021-12-08 04:01:50 | INFO : Framewise Miss Error: 0.07938684759589767
2021-12-08 04:01:50 | INFO : Framewise False Alarm Error: 0.26403102315784593
2021-12-08 04:01:50 | INFO : Framewise Total Error: 0.4368227062534031
2021-12-08 04:01:50 | INFO : Framewise Chroma Precision: 0.7352229792164979
2021-12-08 04:01:50 | INFO : Framewise Chroma Recall: 0.8580833373794047
2021-12-08 04:01:50 | INFO : Framewise Chroma Accuracy: 0.653585196737524
2021-12-08 04:01:50 | INFO : Framewise Chroma Substitution Error: 0.06252981502469761
2021-12-08 04:01:50 | INFO : Framewise Chroma Miss Error: 0.07938684759589767
2021-12-08 04:01:50 | INFO : Framewise Chroma False Alarm Error: 0.26403102315784593
2021-12-08 04:01:50 | INFO : Framewise Chroma Total Error: 0.4059476857784412
2021-12-08 04:01:58 | INFO : file 09-Jesus.npy tested. Av. Prec: 0.9766625971319794
2021-12-08 04:02:06 | INFO : file 07-HerrGott.npy tested. Av. Prec: 0.9788216180567685
2021-12-08 04:02:16 | INFO : file 10-NunBitten.npy tested. Av. Prec: 0.9796873919752322
2021-12-08 04:02:26 | INFO : file 08-FuerDeinenThron.npy tested. Av. Prec: 0.9867313741265127
2021-12-08 04:02:26 | INFO : ### Dataset Bach10 tested. Individual results: ################################
2021-12-08 04:02:26 | INFO : Mean precision: 0.8969139794784394
2021-12-08 04:02:26 | INFO : Mean recall: 0.953008544494639
2021-12-08 04:02:26 | INFO : Mean f_measure: 0.9240631981643413
2021-12-08 04:02:26 | INFO : Mean cosine_sim: 0.8776704372836645
2021-12-08 04:02:26 | INFO : Mean binary_crossentropy: 0.0284174054064888
2021-12-08 04:02:26 | INFO : Mean euclidean_distance: 0.5042514196638643
2021-12-08 04:02:26 | INFO : Mean binary_accuracy: 0.9925736716060978
2021-12-08 04:02:26 | INFO : Mean soft_accuracy: 0.9861254160617269
2021-12-08 04:02:26 | INFO : Mean accum_energy: 0.774777441927578
2021-12-08 04:02:26 | INFO : Mean roc_auc_measure: 0.9988910114849978
2021-12-08 04:02:26 | INFO : Mean average_precision_score: 0.9804757453226232
2021-12-08 04:02:26 | INFO : Mean Precision: 0.8969139794784394
2021-12-08 04:02:26 | INFO : Mean Recall: 0.953008544494639
2021-12-08 04:02:26 | INFO : Mean Accuracy: 0.8589562160068269
2021-12-08 04:02:26 | INFO : Mean Substitution Error: 0.014531151969246987
2021-12-08 04:02:26 | INFO : Mean Miss Error: 0.03246030353611403
2021-12-08 04:02:26 | INFO : Mean False Alarm Error: 0.09505592874835228
2021-12-08 04:02:26 | INFO : Mean Total Error: 0.14204738425371333
2021-12-08 04:02:26 | INFO : Mean Chroma Precision: 0.8981967499148694
2021-12-08 04:02:26 | INFO : Mean Chroma Recall: 0.9543757462081539
2021-12-08 04:02:26 | INFO : Mean Chroma Accuracy: 0.8612427295036342
2021-12-08 04:02:26 | INFO : Mean Chroma Substitution Error: 0.013163950255731995
2021-12-08 04:02:26 | INFO : Mean Chroma Miss Error: 0.03246030353611403
2021-12-08 04:02:26 | INFO : Mean Chroma False Alarm Error: 0.09505592874835228
2021-12-08 04:02:26 | INFO : Mean Chroma Total Error: 0.14068018254019832
2021-12-08 04:02:26 | INFO :
2021-12-08 04:02:26 | INFO : Framewise precision: 0.8971098476634601
2021-12-08 04:02:26 | INFO : Framewise recall: 0.9538682577912005
2021-12-08 04:02:26 | INFO : Framewise f_measure: 0.9245752130503204
2021-12-08 04:02:26 | INFO : Framewise cosine_sim: 0.8779117276565984
2021-12-08 04:02:26 | INFO : Framewise binary_crossentropy: 0.028346975498604387
2021-12-08 04:02:26 | INFO : Framewise euclidean_distance: 0.5034971305862677
2021-12-08 04:02:26 | INFO : Framewise binary_accuracy: 0.9926238837331465
2021-12-08 04:02:26 | INFO : Framewise soft_accuracy: 0.9861430665578332
2021-12-08 04:02:26 | INFO : Framewise accum_energy: 0.775555466844073
2021-12-08 04:02:26 | INFO : Framewise roc_auc_measure: 0.9989027290768718
2021-12-08 04:02:26 | INFO : Framewise average_precision_score: 0.9805709388420354
2021-12-08 04:02:26 | INFO : Framewise Precision: 0.8971098476634601
2021-12-08 04:02:26 | INFO : Framewise Recall: 0.9538682577912005
2021-12-08 04:02:26 | INFO : Framewise Accuracy: 0.8598393537448158
2021-12-08 04:02:26 | INFO : Framewise Substitution Error: 0.014083911833072768
2021-12-08 04:02:26 | INFO : Framewise Miss Error: 0.03204783037572668
2021-12-08 04:02:26 | INFO : Framewise False Alarm Error: 0.09536706011051252
2021-12-08 04:02:26 | INFO : Framewise Total Error: 0.14149880231931197
2021-12-08 04:02:26 | INFO : Framewise Chroma Precision: 0.8984091708059019
2021-12-08 04:02:26 | INFO : Framewise Chroma Recall: 0.9552536661021047
2021-12-08 04:02:26 | INFO : Framewise Chroma Accuracy: 0.8621579972323169
2021-12-08 04:02:26 | INFO : Framewise Chroma Substitution Error: 0.01269850352216867
2021-12-08 04:02:26 | INFO : Framewise Chroma Miss Error: 0.03204783037572668
2021-12-08 04:02:26 | INFO : Framewise Chroma False Alarm Error: 0.09536706011051252
2021-12-08 04:02:26 | INFO : Framewise Chroma Total Error: 0.14011339400840786
2021-12-08 04:02:47 | INFO : file bruckner.npy tested. Av. Prec: 0.8461352731658612
2021-12-08 04:03:27 | INFO : file mozart.npy tested. Av. Prec: 0.878176843065177
2021-12-08 04:03:27 | INFO : ### Dataset PHENICX-Anechoic tested. Individual results: ################################
2021-12-08 04:03:27 | INFO : Mean precision: 0.8619413628551331
2021-12-08 04:03:27 | INFO : Mean recall: 0.7251849692070952
2021-12-08 04:03:27 | INFO : Mean f_measure: 0.7856210975000599
2021-12-08 04:03:27 | INFO : Mean cosine_sim: 0.8312240979221701
2021-12-08 04:03:27 | INFO : Mean binary_crossentropy: 0.13127242633230596
2021-12-08 04:03:27 | INFO : Mean euclidean_distance: 1.274733447046722
2021-12-08 04:03:27 | INFO : Mean binary_accuracy: 0.9678031036799657
2021-12-08 04:03:27 | INFO : Mean soft_accuracy: 0.9518835342717489
2021-12-08 04:03:27 | INFO : Mean accum_energy: 0.5787051064815076
2021-12-08 04:03:27 | INFO : Mean roc_auc_measure: 0.9842674868297694
2021-12-08 04:03:27 | INFO : Mean average_precision_score: 0.8621560581155191
2021-12-08 04:03:27 | INFO : Mean Precision: 0.8619413628551331
2021-12-08 04:03:27 | INFO : Mean Recall: 0.7251849692070952
2021-12-08 04:03:27 | INFO : Mean Accuracy: 0.6478268452683267
2021-12-08 04:03:27 | INFO : Mean Substitution Error: 0.06956169063560882
2021-12-08 04:03:27 | INFO : Mean Miss Error: 0.20525334015729596
2021-12-08 04:03:27 | INFO : Mean False Alarm Error: 0.0482944810017087
2021-12-08 04:03:27 | INFO : Mean Total Error: 0.3231095117946135
2021-12-08 04:03:27 | INFO : Mean Chroma Precision: 0.8853182216541247
2021-12-08 04:03:27 | INFO : Mean Chroma Recall: 0.7445254145877764
2021-12-08 04:03:27 | INFO : Mean Chroma Accuracy: 0.6768447661860364
2021-12-08 04:03:27 | INFO : Mean Chroma Substitution Error: 0.05022124525492755
2021-12-08 04:03:27 | INFO : Mean Chroma Miss Error: 0.20525334015729596
2021-12-08 04:03:27 | INFO : Mean Chroma False Alarm Error: 0.0482944810017087
2021-12-08 04:03:27 | INFO : Mean Chroma Total Error: 0.3037690664139322
2021-12-08 04:03:27 | INFO :
2021-12-08 04:03:27 | INFO : Framewise precision: 0.8543510975515398
2021-12-08 04:03:27 | INFO : Framewise recall: 0.7518988639334873
2021-12-08 04:03:27 | INFO : Framewise f_measure: 0.7982344616000774
2021-12-08 04:03:27 | INFO : Framewise cosine_sim: 0.8362524476171187
2021-12-08 04:03:27 | INFO : Framewise binary_crossentropy: 0.11043496732955978
2021-12-08 04:03:27 | INFO : Framewise euclidean_distance: 1.164418272601079
2021-12-08 04:03:27 | INFO : Framewise binary_accuracy: 0.9725353124743369
2021-12-08 04:03:27 | INFO : Framewise soft_accuracy: 0.9575219541566137
2021-12-08 04:03:27 | INFO : Framewise accum_energy: 0.598299290228667
2021-12-08 04:03:27 | INFO : Framewise roc_auc_measure: 0.9870691064609028
2021-12-08 04:03:27 | INFO : Framewise average_precision_score: 0.869298510060555
2021-12-08 04:03:27 | INFO : Framewise Precision: 0.8543510975515398
2021-12-08 04:03:27 | INFO : Framewise Recall: 0.7518988639334873
2021-12-08 04:03:27 | INFO : Framewise Accuracy: 0.664942294104242
2021-12-08 04:03:27 | INFO : Framewise Substitution Error: 0.06817133173339754
2021-12-08 04:03:27 | INFO : Framewise Miss Error: 0.17992980433311515
2021-12-08 04:03:27 | INFO : Framewise False Alarm Error: 0.061387480308828325
2021-12-08 04:03:27 | INFO : Framewise Total Error: 0.30948861637534103
2021-12-08 04:03:27 | INFO : Framewise Chroma Precision: 0.8758280971983209
2021-12-08 04:03:27 | INFO : Framewise Chroma Recall: 0.7705357078043564
2021-12-08 04:03:27 | INFO : Framewise Chroma Accuracy: 0.6928783949157619
2021-12-08 04:03:27 | INFO : Framewise Chroma Substitution Error: 0.04953448786252847
2021-12-08 04:03:27 | INFO : Framewise Chroma Miss Error: 0.17992980433311515
2021-12-08 04:03:27 | INFO : Framewise Chroma False Alarm Error: 0.061387480308828325
2021-12-08 04:03:27 | INFO : Framewise Chroma Total Error: 0.29085177250447186
2021-12-08 04:04:00 | INFO : file CSD_Bruckner_LocusIste_nosop.npy tested. Av. Prec: 0.8251524514757356
2021-12-08 04:04:33 | INFO : file CSD_Bruckner_LocusIste_nobas.npy tested. Av. Prec: 0.889077718294397
2021-12-08 04:05:06 | INFO : file CSD_Bruckner_LocusIste.npy tested. Av. Prec: 0.8545516008119716
2021-12-08 04:05:38 | INFO : file CSD_Bruckner_LocusIste_noten.npy tested. Av. Prec: 0.8314242886030755
2021-12-08 04:06:12 | INFO : file CSD_Bruckner_LocusIste_noalt.npy tested. Av. Prec: 0.7676399669192908
2021-12-08 04:06:12 | INFO : ### Dataset ChoralSingingDataset tested. Individual results: ################################
2021-12-08 04:06:12 | INFO : Mean precision: 0.7481960581784595
2021-12-08 04:06:12 | INFO : Mean recall: 0.8058276705143363
2021-12-08 04:06:12 | INFO : Mean f_measure: 0.7755055393639994
2021-12-08 04:06:12 | INFO : Mean cosine_sim: 0.7835757904772096
2021-12-08 04:06:12 | INFO : Mean binary_crossentropy: 0.05786166335442835
2021-12-08 04:06:12 | INFO : Mean euclidean_distance: 0.7915268074784768
2021-12-08 04:06:12 | INFO : Mean binary_accuracy: 0.9848063584372889
2021-12-08 04:06:12 | INFO : Mean soft_accuracy: 0.9730557086205256
2021-12-08 04:06:12 | INFO : Mean accum_energy: 0.5428630453500143
2021-12-08 04:06:12 | INFO : Mean roc_auc_measure: 0.990803308535505
2021-12-08 04:06:12 | INFO : Mean average_precision_score: 0.8335692052208941
2021-12-08 04:06:12 | INFO : Mean Precision: 0.7481960581784595
2021-12-08 04:06:12 | INFO : Mean Recall: 0.8058276705143363
2021-12-08 04:06:12 | INFO : Mean Accuracy: 0.6345669978432844
2021-12-08 04:06:12 | INFO : Mean Substitution Error: 0.10399829101994355
2021-12-08 04:06:12 | INFO : Mean Miss Error: 0.0901740384657201
2021-12-08 04:06:12 | INFO : Mean False Alarm Error: 0.17031850592245373
2021-12-08 04:06:12 | INFO : Mean Total Error: 0.36449083540811744
2021-12-08 04:06:12 | INFO : Mean Chroma Precision: 0.751910152804965
2021-12-08 04:06:12 | INFO : Mean Chroma Recall: 0.8098014226859354
2021-12-08 04:06:12 | INFO : Mean Chroma Accuracy: 0.6397170801542847
2021-12-08 04:06:12 | INFO : Mean Chroma Substitution Error: 0.10002453884834459
2021-12-08 04:06:12 | INFO : Mean Chroma Miss Error: 0.0901740384657201
2021-12-08 04:06:12 | INFO : Mean Chroma False Alarm Error: 0.17031850592245373
2021-12-08 04:06:12 | INFO : Mean Chroma Total Error: 0.3605170832365185
2021-12-08 04:06:12 | INFO :
2021-12-08 04:06:12 | INFO : Framewise precision: 0.7482910628429582
2021-12-08 04:06:12 | INFO : Framewise recall: 0.8058691767035002
2021-12-08 04:06:12 | INFO : Framewise f_measure: 0.7755762565280578
2021-12-08 04:06:12 | INFO : Framewise cosine_sim: 0.7836186191722517
2021-12-08 04:06:12 | INFO : Framewise binary_crossentropy: 0.05785187443050189
2021-12-08 04:06:12 | INFO : Framewise euclidean_distance: 0.7914379999555403
2021-12-08 04:06:12 | INFO : Framewise binary_accuracy: 0.9848107886656167
2021-12-08 04:06:12 | INFO : Framewise soft_accuracy: 0.9730595396207463
2021-12-08 04:06:12 | INFO : Framewise accum_energy: 0.5428601326219058
2021-12-08 04:06:12 | INFO : Framewise roc_auc_measure: 0.9908063167099244
2021-12-08 04:06:12 | INFO : Framewise average_precision_score: 0.8336525962196528
2021-12-08 04:06:12 | INFO : Framewise Precision: 0.7482910628429582
2021-12-08 04:06:12 | INFO : Framewise Recall: 0.8058691767035002
2021-12-08 04:06:12 | INFO : Framewise Accuracy: 0.6346587753732792
2021-12-08 04:06:12 | INFO : Framewise Substitution Error: 0.10394843217012203
2021-12-08 04:06:12 | INFO : Framewise Miss Error: 0.09018239112637776
2021-12-08 04:06:12 | INFO : Framewise False Alarm Error: 0.170240446431819
2021-12-08 04:06:12 | INFO : Framewise Total Error: 0.36437126972831874
2021-12-08 04:06:12 | INFO : Framewise Chroma Precision: 0.7520064857831049
2021-12-08 04:06:12 | INFO : Framewise Chroma Recall: 0.8098440853773847
2021-12-08 04:06:12 | INFO : Framewise Chroma Accuracy: 0.6398109674120256
2021-12-08 04:06:12 | INFO : Framewise Chroma Substitution Error: 0.09997352349623757
2021-12-08 04:06:12 | INFO : Framewise Chroma Miss Error: 0.09018239112637776
2021-12-08 04:06:12 | INFO : Framewise Chroma False Alarm Error: 0.170240446431819
2021-12-08 04:06:12 | INFO : Framewise Chroma Total Error: 0.3603963610544343
2021-12-08 04:06:22 | INFO : file brahms.npy tested. Av. Prec: 0.8547277288364221
2021-12-08 04:06:33 | INFO : file schubert.npy tested. Av. Prec: 0.9054365440262321
2021-12-08 04:06:45 | INFO : file mozart.npy tested. Av. Prec: 0.9372517593568717
2021-12-08 04:06:54 | INFO : file lussier.npy tested. Av. Prec: 0.8093727711619242
2021-12-08 04:07:04 | INFO : file take_five.npy tested. Av. Prec: 0.7900277074717311
2021-12-08 04:07:04 | INFO : ### Dataset TRIOS tested. Individual results: ################################
2021-12-08 04:07:04 | INFO : Mean precision: 0.8470927829657431
2021-12-08 04:07:04 | INFO : Mean recall: 0.7009258872990425
2021-12-08 04:07:04 | INFO : Mean f_measure: 0.7590189577294447
2021-12-08 04:07:04 | INFO : Mean cosine_sim: 0.8119012665291411
2021-12-08 04:07:04 | INFO : Mean binary_crossentropy: 0.10734129228244671
2021-12-08 04:07:04 | INFO : Mean euclidean_distance: 1.0992060051269128
2021-12-08 04:07:04 | INFO : Mean binary_accuracy: 0.9734479385417604
2021-12-08 04:07:04 | INFO : Mean soft_accuracy: 0.9616918401751707
2021-12-08 04:07:04 | INFO : Mean accum_energy: 0.5587475214917189
2021-12-08 04:07:04 | INFO : Mean roc_auc_measure: 0.9840379818088604
2021-12-08 04:07:04 | INFO : Mean average_precision_score: 0.8593633021706364
2021-12-08 04:07:04 | INFO : Mean Precision: 0.8470927829657431
2021-12-08 04:07:04 | INFO : Mean Recall: 0.7009258872990425
2021-12-08 04:07:04 | INFO : Mean Accuracy: 0.6160399972473808
2021-12-08 04:07:04 | INFO : Mean Substitution Error: 0.04452807065596208
2021-12-08 04:07:04 | INFO : Mean Miss Error: 0.2545460420449953
2021-12-08 04:07:04 | INFO : Mean False Alarm Error: 0.09360706132641468
2021-12-08 04:07:04 | INFO : Mean Total Error: 0.39268117402737207
2021-12-08 04:07:04 | INFO : Mean Chroma Precision: 0.8640192701443308
2021-12-08 04:07:04 | INFO : Mean Chroma Recall: 0.7139282810318305
2021-12-08 04:07:04 | INFO : Mean Chroma Accuracy: 0.6350523928386314
2021-12-08 04:07:04 | INFO : Mean Chroma Substitution Error: 0.031525676923174206
2021-12-08 04:07:04 | INFO : Mean Chroma Miss Error: 0.2545460420449953
2021-12-08 04:07:04 | INFO : Mean Chroma False Alarm Error: 0.09360706132641468
2021-12-08 04:07:04 | INFO : Mean Chroma Total Error: 0.3796787802945842
2021-12-08 04:07:04 | INFO :
2021-12-08 04:07:04 | INFO : Framewise precision: 0.8445902166489905
2021-12-08 04:07:04 | INFO : Framewise recall: 0.7092193155213053
2021-12-08 04:07:04 | INFO : Framewise f_measure: 0.7629085669490897
2021-12-08 04:07:04 | INFO : Framewise cosine_sim: 0.8144136058351811
2021-12-08 04:07:04 | INFO : Framewise binary_crossentropy: 0.10320333969349092
2021-12-08 04:07:04 | INFO : Framewise euclidean_distance: 1.0900142990461017
2021-12-08 04:07:04 | INFO : Framewise binary_accuracy: 0.9739648703726196
2021-12-08 04:07:04 | INFO : Framewise soft_accuracy: 0.9623291661093795
2021-12-08 04:07:04 | INFO : Framewise accum_energy: 0.5637383969780838
2021-12-08 04:07:04 | INFO : Framewise roc_auc_measure: 0.9859866792425538
2021-12-08 04:07:04 | INFO : Framewise average_precision_score: 0.8642820417238815
2021-12-08 04:07:04 | INFO : Framewise Precision: 0.8445902166489905
2021-12-08 04:07:04 | INFO : Framewise Recall: 0.7092193155213053
2021-12-08 04:07:04 | INFO : Framewise Accuracy: 0.6206462641127084
2021-12-08 04:07:04 | INFO : Framewise Substitution Error: 0.04220971104523999
2021-12-08 04:07:04 | INFO : Framewise Miss Error: 0.24857097343345455
2021-12-08 04:07:04 | INFO : Framewise False Alarm Error: 0.10142862469058853
2021-12-08 04:07:04 | INFO : Framewise Total Error: 0.3922093091692831
2021-12-08 04:07:04 | INFO : Framewise Chroma Precision: 0.8609902717949051
2021-12-08 04:07:04 | INFO : Framewise Chroma Recall: 0.7220242111414765
2021-12-08 04:07:04 | INFO : Framewise Chroma Accuracy: 0.63941820981912
2021-12-08 04:07:04 | INFO : Framewise Chroma Substitution Error: 0.02940481542506894
2021-12-08 04:07:04 | INFO : Framewise Chroma Miss Error: 0.24857097343345455
2021-12-08 04:07:04 | INFO : Framewise Chroma False Alarm Error: 0.10142862469058853
2021-12-08 04:07:04 | INFO : Framewise Chroma Total Error: 0.3794044135491121
2021-12-08 04:07:04 | INFO :
2021-12-08 04:07:04 | INFO :
2021-12-08 04:07:04 | INFO : ### Testing done. ################################################
2021-12-08 04:07:04 | INFO :
2021-12-08 04:07:04 | INFO : # Results for complete test set #########################
2021-12-08 04:07:04 | INFO : Mean precision: 0.7421940319971144
2021-12-08 04:07:04 | INFO : Mean recall: 0.7839687427280805
2021-12-08 04:07:04 | INFO : Mean f_measure: 0.7568617484359494
2021-12-08 04:07:04 | INFO : Mean cosine_sim: 0.7833326164323593
2021-12-08 04:07:04 | INFO : Mean binary_crossentropy: 0.08424617585248925
2021-12-08 04:07:04 | INFO : Mean euclidean_distance: 0.9681232530221251
2021-12-08 04:07:04 | INFO : Mean binary_accuracy: 0.977099596261773
2021-12-08 04:07:04 | INFO : Mean soft_accuracy: 0.9671254454540816
2021-12-08 04:07:04 | INFO : Mean accum_energy: 0.608751522119811
2021-12-08 04:07:04 | INFO : Mean roc_auc_measure: 0.9851738468733577
2021-12-08 04:07:04 | INFO : Mean average_precision_score: 0.8071462287162251
2021-12-08 04:07:04 | INFO : Mean Precision: 0.7421940319971144
2021-12-08 04:07:04 | INFO : Mean Recall: 0.7839687427280805
2021-12-08 04:07:04 | INFO : Mean Accuracy: 0.6164879458563771
2021-12-08 04:07:04 | INFO : Mean Substitution Error: 0.09637242443135931
2021-12-08 04:07:04 | INFO : Mean Miss Error: 0.11965883284056046
2021-12-08 04:07:04 | INFO : Mean False Alarm Error: 0.19586009278281852
2021-12-08 04:07:04 | INFO : Mean Total Error: 0.41189135005473837
2021-12-08 04:07:04 | INFO : Mean Chroma Precision: 0.7618787267046037
2021-12-08 04:07:04 | INFO : Mean Chroma Recall: 0.805454722365066
2021-12-08 04:07:04 | INFO : Mean Chroma Accuracy: 0.642181164587705
2021-12-08 04:07:04 | INFO : Mean Chroma Substitution Error: 0.07488644479437344
2021-12-08 04:07:04 | INFO : Mean Chroma Miss Error: 0.11965883284056046
2021-12-08 04:07:04 | INFO : Mean Chroma False Alarm Error: 0.19586009278281852
2021-12-08 04:07:04 | INFO : Mean Chroma Total Error: 0.39040537041775236
2021-12-08 04:07:04 | INFO :
2021-12-08 04:07:04 | INFO : Framewise precision: 0.726281215495182
2021-12-08 04:07:04 | INFO : Framewise recall: 0.7848729590778806
2021-12-08 04:07:04 | INFO : Framewise f_measure: 0.7500467962723747
2021-12-08 04:07:04 | INFO : Framewise cosine_sim: 0.778584369209815
2021-12-08 04:07:04 | INFO : Framewise binary_crossentropy: 0.08525442708484819
2021-12-08 04:07:04 | INFO : Framewise euclidean_distance: 0.9886969100745908
2021-12-08 04:07:04 | INFO : Framewise binary_accuracy: 0.9766169693320428
2021-12-08 04:07:04 | INFO : Framewise soft_accuracy: 0.9663787185670304
2021-12-08 04:07:04 | INFO : Framewise accum_energy: 0.6081003856601258
2021-12-08 04:07:04 | INFO : Framewise roc_auc_measure: 0.9846219250515676
2021-12-08 04:07:04 | INFO : Framewise average_precision_score: 0.797361766816607
2021-12-08 04:07:04 | INFO : Framewise Precision: 0.726281215495182
2021-12-08 04:07:04 | INFO : Framewise Recall: 0.7848729590778806
2021-12-08 04:07:04 | INFO : Framewise Accuracy: 0.6050900459085349
2021-12-08 04:07:04 | INFO : Framewise Substitution Error: 0.10307690732821272
2021-12-08 04:07:04 | INFO : Framewise Miss Error: 0.11205013359390698
2021-12-08 04:07:04 | INFO : Framewise False Alarm Error: 0.2098230709618944
2021-12-08 04:07:04 | INFO : Framewise Total Error: 0.4249501118840142
2021-12-08 04:07:04 | INFO : Framewise Chroma Precision: 0.7470327689087609
2021-12-08 04:07:04 | INFO : Framewise Chroma Recall: 0.807724220276684
2021-12-08 04:07:04 | INFO : Framewise Chroma Accuracy: 0.6326336000846734
2021-12-08 04:07:04 | INFO : Framewise Chroma Substitution Error: 0.08022564612940951
2021-12-08 04:07:04 | INFO : Framewise Chroma Miss Error: 0.11205013359390698
2021-12-08 04:07:04 | INFO : Framewise Chroma False Alarm Error: 0.2098230709618944
2021-12-08 04:07:04 | INFO : Framewise Chroma Total Error: 0.4020988506852109