Upload dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0 with huggingface_hub

by tnkmr - opened Jan 23, 2023

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

+5490449

-0

This view is limited to 50 files because it contains too many changes. See the raw diff here.

Files changed (50) hide show

.gitattributes +2 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/.hydra/config.yaml +59 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/.hydra/hydra.yaml +133 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/.hydra/overrides.yaml +9 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/best_checkpoint +3 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/last_checkpoint +3 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/log.txt +250 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/AM Contra - Heart Peripheral.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Al James - Schoolboy Facination.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Angels In Amplifiers - I'm Alright.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Arise - Run Run Run.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/BKS - Bulldozer.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/BKS - Too Much.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Ben Carrigan - We'll Talk About It All Tonight.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Bobby Nobody - Stitch Up.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Buitraker - Revo X.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Carlos Gonzalez - A Place For Us.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Cristina Vane - So Easy.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Detsky Sad - Walkie Talkie.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Enda Reilly - Cur An Long Ag Seol.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Forkupines - Semantics.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Georgia Wonder - Siren.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Girls Under Glass - We Feel Alright.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Hollow Ground - Ill Fate.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/James Elder & Mark M Thompson - The English Actor.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Juliet's Rescue - Heartbeats.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Little Chicago's Finest - My Own.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Louis Cressy Band - Good Time.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Lyndsey Ollard - Catching Up.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/M.E.R.C. Music - Knockout.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Moosmusic - Big Dummy Shake.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Motor Tapes - Shore.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Mu - Too Bright.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Nerve 9 - Pray For The Rain.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/PR - Happy Daze.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/PR - Oh No.json +3065 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Punkdisco - Oral Hygiene.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Raft Monk - Tiring.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Sambasevam Shanmugam - Kaathaadi.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Secretariat - Borderline.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Secretariat - Over The Top.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Side Effects Project - Sing With Me.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Signe Jakobsen - What Have You Done To Me.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Skelpolu - Resurrection.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Speak Softly - Broken Man.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/Speak Softly - Like Horses.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/The Doppler Shift - Atrophy.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/The Easton Ellises (Baumi) - SDRNR.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/The Easton Ellises - Falcon 69.json +0 -0
dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/The Long Wait - Dark Horses.json +0 -0

.gitattributes CHANGED Viewed

@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/last_checkpoint filter=lfs diff=lfs merge=lfs -text
+dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/best_checkpoint filter=lfs diff=lfs merge=lfs -text

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/.hydra/config.yaml ADDED Viewed

	@@ -0,0 +1,59 @@

+B: 160
+H: 160
+L: 160
+N: 440
+W: 80
+base_directory: checkpoints
+batch_size: 12
+checkpoint: last_checkpoint
+clip_gradient: 5
+debug: false
+decoder_params:
+  ContFilterType: MultiPhaseGammaToneFilters
+  filter_params:
+    initial_freq_range:
+    - 50.0
+    - 16000.0
+    n_center_freqs: 96
+    train_sample_rate: ${sampling_rate}
+    trainable: true
+  fir_computation_type: imp_resp_samp
+  use_Hilbert_transforms: false
+directory: ???
+dissimilarity_loss_weight: 0.0
+dropout: 0.0
+encoder_params:
+  ContFilterType: MultiPhaseGammaToneFilters
+  filter_params:
+    initial_freq_range:
+    - 50.0
+    - 16000.0
+    n_center_freqs: 96
+    train_sample_rate: ${sampling_rate}
+    trainable: true
+  fir_computation_type: imp_resp_samp
+  nonlineartity: relu
+  use_Hilbert_transforms: false
+epochs: 250
+filters: 3
+kernel: 3
+layers: 6
+learning_rate: 0.001
+loss_criterion: sisdr
+model_type: sfi_convtasnet
+n_chunks: 4
+reconstruction_loss_weight: 0.0
+residual_bias: false
+sampling_rate: 32000
+seed: 40
+sgdr_period: 200000
+shuffle_p: 0.5
+similarity_loss_weight: 0.0
+stack: 2
+stages_num: 1
+threads: 24
+time_length: 8.0
+train_data: //work1/g12004/u00214/datasets/for_meta-tasnet/train
+use_asteroid: false
+validation_data: //work1/g12004/u00214/datasets/for_meta-tasnet/validation
+weight_decay: 0.0005

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/.hydra/hydra.yaml ADDED Viewed

	@@ -0,0 +1,133 @@

+hydra:
+  help:
+    app_name: ${hydra.job.name}
+    footer: 'Powered by Hydra (https://hydra.cc)
+      Use --hydra-help to view Hydra specific help
+      '
+    header: '${hydra.help.app_name} is powered by Hydra.
+      '
+    template: '${hydra.help.header}
+      == Configuration groups ==
+      Compose your configuration from those groups (group=option)
+      $APP_CONFIG_GROUPS
+      == Config ==
+      Override anything in the config (foo.bar=value)
+      $CONFIG
+      ${hydra.help.footer}
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+      See https://hydra.cc for more info.
+      == Flags ==
+      $FLAGS_HELP
+      == Configuration groups ==
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+      $HYDRA_CONFIG_GROUPS
+      Use ''--cfg hydra'' to Show the Hydra config.'
+  hydra_logging:
+    disable_existing_loggers: false
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    loggers:
+      logging_example:
+        level: DEBUG
+    root:
+      handlers:
+      - console
+      level: INFO
+    version: 1
+  job:
+    config:
+      override_dirname:
+        exclude_keys:
+        - threads
+        - train_data
+        - validation_data
+        - checkpoint
+        - base_directory
+        item_sep: ','
+        kv_sep: '='
+    config_file: config.yaml
+    id: ???
+    name: train
+    num: ???
+    override_dirname: dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0
+  job_logging:
+    disable_existing_loggers: false
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        filename: ${hydra.job.name}.log
+        formatter: simple
+    root:
+      handlers:
+      - console
+      - file
+      level: INFO
+    version: 1
+  launcher:
+    class: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  output_subdir: .hydra
+  overrides:
+    hydra: []
+    task:
+    - model=sfi_convtasnet_td_mpgtf
+    - dataset=musdb18_32000
+    - threads=24
+    - train_data=//work1/g12004/u00214/datasets/for_meta-tasnet/train
+    - validation_data=//work1/g12004/u00214/datasets/for_meta-tasnet/validation
+    - time_length=8.0
+    - base_directory=checkpoints
+    - seed=40
+    - checkpoint=last_checkpoint
+  run:
+    dir: ${base_directory}/checkpoints/${hydra.job.override_dirname}
+  runtime:
+    cwd: /home/u00214/workspace/sfi_convtasnet
+    version: 0.11.3
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  sweeper:
+    class: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+  verbose: false

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/.hydra/overrides.yaml ADDED Viewed

	@@ -0,0 +1,9 @@

+- model=sfi_convtasnet_td_mpgtf
+- dataset=musdb18_32000
+- threads=24
+- train_data=//work1/g12004/u00214/datasets/for_meta-tasnet/train
+- validation_data=//work1/g12004/u00214/datasets/for_meta-tasnet/validation
+- time_length=8.0
+- base_directory=checkpoints
+- seed=40
+- checkpoint=last_checkpoint

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/best_checkpoint ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:68a48398760267a78f862d017b4359b30938acd33bb023324187631c236dc229
+size 69205465

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/last_checkpoint ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:58499202c662e92f23ca3b229fba7199181a0264d782e1f79f7844d20ee281e6
+size 69205465

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/log.txt ADDED Viewed

	@@ -0,0 +1,250 @@

+epoch   0 || train SDR drum -3.26 | bass -1.61 | other -3.11 | vocal -4.54 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:34 || dev SDR drum 2.37 | bass 0.31 | other -1.92 | vocal 0.13 | average 0.23 || lr 9.999e-04
+epoch   1 || train SDR drum -0.92 | bass 0.45 | other -1.47 | vocal -2.54 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:26 || dev SDR drum 3.41 | bass 1.60 | other -1.69 | vocal 1.37 | average 1.17 || lr 9.996e-04
+epoch   2 || train SDR drum 0.11 | bass 1.70 | other -0.51 | vocal -1.40 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 4.21 | bass 2.26 | other -0.60 | vocal 2.17 | average 2.01 || lr 9.991e-04
+epoch   3 || train SDR drum 1.18 | bass 2.74 | other 0.16 | vocal -0.42 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 4.83 | bass 2.95 | other -0.36 | vocal 2.25 | average 2.42 || lr 9.985e-04
+epoch   4 || train SDR drum 1.91 | bass 3.56 | other 0.51 | vocal -0.12 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 5.07 | bass 3.38 | other 0.18 | vocal 2.92 | average 2.89 || lr 9.976e-04
+epoch   5 || train SDR drum 2.40 | bass 4.07 | other 0.91 | vocal 0.21 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 5.37 | bass 3.65 | other 0.21 | vocal 3.14 | average 3.10 || lr 9.965e-04
+epoch   6 || train SDR drum 2.61 | bass 4.53 | other 1.09 | vocal 0.42 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 5.44 | bass 3.67 | other 0.50 | vocal 3.38 | average 3.25 || lr 9.953e-04
+epoch   7 || train SDR drum 2.99 | bass 4.80 | other 1.45 | vocal 0.78 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 5.37 | bass 3.48 | other 0.42 | vocal 3.00 | average 3.07 || lr 9.938e-04
+epoch   8 || train SDR drum 3.10 | bass 5.07 | other 1.60 | vocal 1.05 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 5.63 | bass 3.96 | other 0.49 | vocal 3.37 | average 3.36 || lr 9.922e-04
+epoch   9 || train SDR drum 3.28 | bass 5.19 | other 1.79 | vocal 1.12 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 5.68 | bass 3.87 | other 0.52 | vocal 3.50 | average 3.39 || lr 9.904e-04
+epoch  10 || train SDR drum 3.38 | bass 5.52 | other 2.00 | vocal 1.11 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 5.71 | bass 3.80 | other 0.73 | vocal 3.54 | average 3.45 || lr 9.884e-04
+epoch  11 || train SDR drum 3.50 | bass 5.54 | other 2.05 | vocal 1.31 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 5.82 | bass 4.12 | other 0.57 | vocal 3.62 | average 3.53 || lr 9.862e-04
+epoch  12 || train SDR drum 3.59 | bass 5.78 | other 2.23 | vocal 1.26 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 5.82 | bass 4.06 | other 0.96 | vocal 3.81 | average 3.66 || lr 9.838e-04
+epoch  13 || train SDR drum 3.86 | bass 5.88 | other 2.18 | vocal 1.50 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 5.53 | bass 3.87 | other 0.83 | vocal 3.74 | average 3.50 || lr 9.812e-04
+epoch  14 || train SDR drum 3.81 | bass 6.09 | other 2.36 | vocal 1.77 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 5.95 | bass 4.14 | other 1.01 | vocal 3.93 | average 3.76 || lr 9.785e-04
+epoch  15 || train SDR drum 3.75 | bass 6.07 | other 2.45 | vocal 1.67 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.01 | bass 4.24 | other 0.91 | vocal 3.93 | average 3.77 || lr 9.755e-04
+epoch  16 || train SDR drum 3.90 | bass 6.24 | other 2.54 | vocal 1.77 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:28 || dev SDR drum 5.87 | bass 4.32 | other 0.83 | vocal 3.84 | average 3.71 || lr 9.724e-04
+epoch  17 || train SDR drum 4.00 | bass 6.25 | other 2.65 | vocal 2.01 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:26 || dev SDR drum 5.95 | bass 4.20 | other 0.87 | vocal 3.68 | average 3.67 || lr 9.691e-04
+epoch  18 || train SDR drum 4.12 | bass 6.38 | other 2.77 | vocal 2.03 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:27 || dev SDR drum 5.79 | bass 4.17 | other 0.89 | vocal 3.98 | average 3.71 || lr 9.656e-04
+epoch  19 || train SDR drum 4.21 | bass 6.52 | other 2.83 | vocal 2.15 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.01 | bass 4.28 | other 1.08 | vocal 3.94 | average 3.83 || lr 9.619e-04
+epoch  20 || train SDR drum 4.19 | bass 6.61 | other 2.86 | vocal 2.29 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.00 | bass 4.18 | other 0.89 | vocal 4.05 | average 3.78 || lr 9.581e-04
+epoch  21 || train SDR drum 4.15 | bass 6.68 | other 2.90 | vocal 2.14 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:28 || dev SDR drum 5.95 | bass 4.30 | other 0.91 | vocal 4.06 | average 3.81 || lr 9.541e-04
+epoch  22 || train SDR drum 4.30 | bass 6.81 | other 2.97 | vocal 2.25 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.00 | bass 4.21 | other 0.93 | vocal 3.95 | average 3.77 || lr 9.499e-04
+epoch  23 || train SDR drum 4.37 | bass 6.91 | other 3.08 | vocal 2.24 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:27 || dev SDR drum 6.06 | bass 4.29 | other 1.02 | vocal 4.12 | average 3.87 || lr 9.455e-04
+epoch  24 || train SDR drum 4.48 | bass 6.88 | other 3.14 | vocal 2.44 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.09 | bass 4.30 | other 1.07 | vocal 4.13 | average 3.90 || lr 9.410e-04
+epoch  25 || train SDR drum 4.43 | bass 6.90 | other 3.19 | vocal 2.36 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.08 | bass 4.41 | other 0.69 | vocal 4.00 | average 3.80 || lr 9.362e-04
+epoch  26 || train SDR drum 4.60 | bass 7.03 | other 3.23 | vocal 2.72 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:28 || dev SDR drum 5.86 | bass 4.12 | other 1.16 | vocal 4.33 | average 3.87 || lr 9.314e-04
+epoch  27 || train SDR drum 4.49 | bass 7.15 | other 3.27 | vocal 2.57 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.25 | bass 4.45 | other 1.27 | vocal 4.26 | average 4.06 || lr 9.263e-04
+epoch  28 || train SDR drum 4.60 | bass 7.16 | other 3.38 | vocal 2.54 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.18 | bass 4.40 | other 0.95 | vocal 4.24 | average 3.94 || lr 9.211e-04
+epoch  29 || train SDR drum 4.71 | bass 7.23 | other 3.38 | vocal 2.74 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.19 | bass 4.53 | other 1.18 | vocal 4.32 | average 4.05 || lr 9.157e-04
+epoch  30 || train SDR drum 4.76 | bass 7.32 | other 3.52 | vocal 2.73 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.21 | bass 4.45 | other 1.12 | vocal 4.29 | average 4.02 || lr 9.102e-04
+epoch  31 || train SDR drum 4.78 | bass 7.38 | other 3.45 | vocal 2.79 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.08 | bass 4.43 | other 1.15 | vocal 4.31 | average 3.99 || lr 9.045e-04
+epoch  32 || train SDR drum 4.75 | bass 7.37 | other 3.53 | vocal 2.78 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:26 || dev SDR drum 6.14 | bass 4.50 | other 1.07 | vocal 4.17 | average 3.97 || lr 8.987e-04
+epoch  33 || train SDR drum 4.83 | bass 7.39 | other 3.54 | vocal 2.70 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.24 | bass 4.62 | other 1.19 | vocal 4.36 | average 4.10 || lr 8.927e-04
+epoch  34 || train SDR drum 4.78 | bass 7.45 | other 3.65 | vocal 2.73 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 5.97 | bass 4.32 | other 1.13 | vocal 4.42 | average 3.96 || lr 8.865e-04
+epoch  35 || train SDR drum 4.81 | bass 7.38 | other 3.65 | vocal 2.85 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.26 | bass 4.44 | other 1.23 | vocal 4.45 | average 4.10 || lr 8.802e-04
+epoch  36 || train SDR drum 4.89 | bass 7.62 | other 3.69 | vocal 2.93 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.26 | bass 4.43 | other 1.10 | vocal 4.47 | average 4.07 || lr 8.738e-04
+epoch  37 || train SDR drum 4.91 | bass 7.57 | other 3.71 | vocal 2.90 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.30 | bass 4.33 | other 1.08 | vocal 4.38 | average 4.02 || lr 8.672e-04
+epoch  38 || train SDR drum 5.00 | bass 7.53 | other 3.80 | vocal 3.05 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.23 | bass 4.59 | other 1.35 | vocal 4.38 | average 4.14 || lr 8.604e-04
+epoch  39 || train SDR drum 4.95 | bass 7.67 | other 3.78 | vocal 3.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.17 | bass 4.60 | other 1.20 | vocal 4.48 | average 4.11 || lr 8.536e-04
+epoch  40 || train SDR drum 5.00 | bass 7.71 | other 3.81 | vocal 2.96 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.15 | bass 4.42 | other 1.30 | vocal 4.53 | average 4.10 || lr 8.465e-04
+epoch  41 || train SDR drum 5.06 | bass 7.76 | other 3.87 | vocal 2.99 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.28 | bass 4.56 | other 1.29 | vocal 4.54 | average 4.17 || lr 8.394e-04
+epoch  42 || train SDR drum 5.01 | bass 7.81 | other 3.88 | vocal 3.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.21 | bass 4.64 | other 1.27 | vocal 4.47 | average 4.15 || lr 8.321e-04
+epoch  43 || train SDR drum 4.91 | bass 7.66 | other 3.93 | vocal 3.11 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:16 || dev SDR drum 6.15 | bass 4.51 | other 1.29 | vocal 4.46 | average 4.10 || lr 8.247e-04
+epoch  44 || train SDR drum 4.99 | bass 7.74 | other 4.08 | vocal 3.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.11 | bass 4.55 | other 1.28 | vocal 4.47 | average 4.10 || lr 8.172e-04
+epoch  45 || train SDR drum 5.05 | bass 7.93 | other 3.96 | vocal 3.26 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.20 | bass 4.40 | other 1.25 | vocal 4.52 | average 4.09 || lr 8.095e-04
+epoch  46 || train SDR drum 5.05 | bass 7.93 | other 4.04 | vocal 3.43 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.22 | bass 4.54 | other 1.32 | vocal 4.51 | average 4.15 || lr 8.018e-04
+epoch  47 || train SDR drum 5.13 | bass 7.91 | other 4.07 | vocal 3.42 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:27 || dev SDR drum 6.32 | bass 4.47 | other 1.18 | vocal 4.58 | average 4.14 || lr 7.939e-04
+epoch  48 || train SDR drum 5.16 | bass 7.88 | other 4.06 | vocal 3.20 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.28 | bass 4.58 | other 1.27 | vocal 4.55 | average 4.17 || lr 7.859e-04
+epoch  49 || train SDR drum 5.17 | bass 7.99 | other 4.11 | vocal 3.39 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.20 | bass 4.74 | other 1.30 | vocal 4.50 | average 4.19 || lr 7.778e-04
+epoch  50 || train SDR drum 5.13 | bass 7.89 | other 4.13 | vocal 3.31 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.22 | bass 4.60 | other 1.41 | vocal 4.45 | average 4.17 || lr 7.696e-04
+epoch  51 || train SDR drum 5.22 | bass 8.10 | other 4.11 | vocal 3.39 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.15 | bass 4.58 | other 1.28 | vocal 4.54 | average 4.14 || lr 7.612e-04
+epoch  52 || train SDR drum 5.14 | bass 8.19 | other 4.19 | vocal 3.46 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.13 | bass 4.28 | other 1.21 | vocal 4.53 | average 4.04 || lr 7.528e-04
+epoch  53 || train SDR drum 5.28 | bass 8.00 | other 4.15 | vocal 3.49 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.18 | bass 4.56 | other 1.29 | vocal 4.60 | average 4.16 || lr 7.443e-04
+epoch  54 || train SDR drum 5.28 | bass 8.13 | other 4.27 | vocal 3.35 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.30 | bass 4.51 | other 1.41 | vocal 4.57 | average 4.20 || lr 7.357e-04
+epoch  55 || train SDR drum 5.33 | bass 8.26 | other 4.32 | vocal 3.35 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.22 | bass 4.64 | other 1.21 | vocal 4.59 | average 4.16 || lr 7.270e-04
+epoch  56 || train SDR drum 5.37 | bass 8.23 | other 4.29 | vocal 3.52 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.26 | bass 4.62 | other 1.35 | vocal 4.74 | average 4.24 || lr 7.182e-04
+epoch  57 || train SDR drum 5.49 | bass 8.26 | other 4.27 | vocal 3.53 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.03 | bass 4.45 | other 1.31 | vocal 4.62 | average 4.10 || lr 7.093e-04
+epoch  58 || train SDR drum 5.32 | bass 8.18 | other 4.29 | vocal 3.59 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.07 | bass 4.38 | other 1.23 | vocal 4.54 | average 4.06 || lr 7.004e-04
+epoch  59 || train SDR drum 5.38 | bass 8.37 | other 4.30 | vocal 3.67 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.24 | bass 4.64 | other 1.36 | vocal 4.61 | average 4.21 || lr 6.913e-04
+epoch  60 || train SDR drum 5.44 | bass 8.15 | other 4.39 | vocal 3.56 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.29 | bass 4.54 | other 1.31 | vocal 4.57 | average 4.17 || lr 6.822e-04
+epoch  61 || train SDR drum 5.42 | bass 8.34 | other 4.32 | vocal 3.56 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.24 | bass 4.61 | other 1.23 | vocal 4.66 | average 4.18 || lr 6.731e-04
+epoch  62 || train SDR drum 5.49 | bass 8.32 | other 4.35 | vocal 3.55 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.25 | bass 4.71 | other 1.42 | vocal 4.67 | average 4.26 || lr 6.638e-04
+epoch  63 || train SDR drum 5.47 | bass 8.36 | other 4.46 | vocal 3.53 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.20 | bass 4.71 | other 1.37 | vocal 4.61 | average 4.22 || lr 6.545e-04
+epoch  64 || train SDR drum 5.39 | bass 8.40 | other 4.45 | vocal 3.81 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.35 | bass 4.77 | other 1.46 | vocal 4.75 | average 4.34 || lr 6.451e-04
+epoch  65 || train SDR drum 5.37 | bass 8.33 | other 4.44 | vocal 3.64 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.28 | bass 4.70 | other 1.46 | vocal 4.62 | average 4.26 || lr 6.357e-04
+epoch  66 || train SDR drum 5.51 | bass 8.47 | other 4.45 | vocal 3.65 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.24 | bass 4.63 | other 1.47 | vocal 4.76 | average 4.28 || lr 6.262e-04
+epoch  67 || train SDR drum 5.37 | bass 8.41 | other 4.45 | vocal 3.68 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.30 | bass 4.72 | other 1.48 | vocal 4.73 | average 4.31 || lr 6.167e-04
+epoch  68 || train SDR drum 5.48 | bass 8.49 | other 4.53 | vocal 3.70 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.36 | bass 4.74 | other 1.46 | vocal 4.66 | average 4.31 || lr 6.072e-04
+epoch  69 || train SDR drum 5.46 | bass 8.43 | other 4.51 | vocal 3.81 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.25 | bass 4.65 | other 1.50 | vocal 4.74 | average 4.29 || lr 5.975e-04
+epoch  70 || train SDR drum 5.62 | bass 8.56 | other 4.56 | vocal 3.71 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.34 | bass 4.76 | other 1.51 | vocal 4.70 | average 4.33 || lr 5.879e-04
+epoch  71 || train SDR drum 5.60 | bass 8.53 | other 4.63 | vocal 3.73 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:16 || dev SDR drum 6.34 | bass 4.66 | other 1.53 | vocal 4.70 | average 4.31 || lr 5.782e-04
+epoch  72 || train SDR drum 5.54 | bass 8.41 | other 4.59 | vocal 3.75 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.22 | bass 4.54 | other 1.38 | vocal 4.69 | average 4.21 || lr 5.685e-04
+epoch  73 || train SDR drum 5.60 | bass 8.42 | other 4.52 | vocal 3.87 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.10 | bass 4.54 | other 1.38 | vocal 4.66 | average 4.17 || lr 5.588e-04
+epoch  74 || train SDR drum 5.56 | bass 8.41 | other 4.63 | vocal 3.78 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.14 | bass 4.68 | other 1.56 | vocal 4.79 | average 4.29 || lr 5.490e-04
+epoch  75 || train SDR drum 5.51 | bass 8.42 | other 4.70 | vocal 3.68 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.25 | bass 4.71 | other 1.47 | vocal 4.75 | average 4.29 || lr 5.392e-04
+epoch  76 || train SDR drum 5.64 | bass 8.55 | other 4.59 | vocal 3.89 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.24 | bass 4.70 | other 1.37 | vocal 4.66 | average 4.24 || lr 5.294e-04
+epoch  77 || train SDR drum 5.62 | bass 8.67 | other 4.62 | vocal 3.84 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.31 | bass 4.72 | other 1.47 | vocal 4.82 | average 4.33 || lr 5.196e-04
+epoch  78 || train SDR drum 5.75 | bass 8.65 | other 4.60 | vocal 3.96 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.27 | bass 4.72 | other 1.52 | vocal 4.74 | average 4.31 || lr 5.098e-04
+epoch  79 || train SDR drum 5.68 | bass 8.56 | other 4.59 | vocal 3.94 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.27 | bass 4.72 | other 1.39 | vocal 4.70 | average 4.27 || lr 5.000e-04
+epoch  80 || train SDR drum 5.61 | bass 8.72 | other 4.71 | vocal 3.95 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.21 | bass 4.65 | other 1.37 | vocal 4.73 | average 4.24 || lr 4.902e-04
+epoch  81 || train SDR drum 5.62 | bass 8.58 | other 4.62 | vocal 3.84 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.31 | bass 4.63 | other 1.57 | vocal 4.74 | average 4.31 || lr 4.804e-04
+epoch  82 || train SDR drum 5.67 | bass 8.66 | other 4.76 | vocal 3.95 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.27 | bass 4.70 | other 1.55 | vocal 4.78 | average 4.32 || lr 4.706e-04
+epoch  83 || train SDR drum 5.80 | bass 8.68 | other 4.68 | vocal 4.03 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.27 | bass 4.81 | other 1.57 | vocal 4.82 | average 4.37 || lr 4.608e-04
+epoch  84 || train SDR drum 5.75 | bass 8.73 | other 4.71 | vocal 3.85 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.32 | bass 4.70 | other 1.49 | vocal 4.83 | average 4.34 || lr 4.510e-04
+epoch  85 || train SDR drum 5.78 | bass 8.70 | other 4.76 | vocal 4.06 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.29 | bass 4.67 | other 1.49 | vocal 4.75 | average 4.30 || lr 4.412e-04
+epoch  86 || train SDR drum 5.72 | bass 8.72 | other 4.80 | vocal 3.97 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.22 | bass 4.73 | other 1.55 | vocal 4.76 | average 4.32 || lr 4.315e-04
+epoch  87 || train SDR drum 5.82 | bass 8.83 | other 4.71 | vocal 4.15 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.31 | bass 4.67 | other 1.44 | vocal 4.79 | average 4.30 || lr 4.218e-04
+epoch  88 || train SDR drum 5.80 | bass 8.72 | other 4.82 | vocal 3.96 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.25 | bass 4.65 | other 1.53 | vocal 4.78 | average 4.30 || lr 4.121e-04
+epoch  89 || train SDR drum 5.64 | bass 8.70 | other 4.83 | vocal 4.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.25 | bass 4.63 | other 1.49 | vocal 4.82 | average 4.30 || lr 4.025e-04
+epoch  90 || train SDR drum 5.79 | bass 8.82 | other 4.79 | vocal 4.05 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.09 | bass 4.64 | other 1.52 | vocal 4.76 | average 4.25 || lr 3.928e-04
+epoch  91 || train SDR drum 5.74 | bass 8.71 | other 4.88 | vocal 3.98 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.28 | bass 4.80 | other 1.73 | vocal 4.85 | average 4.41 || lr 3.833e-04
+epoch  92 || train SDR drum 5.76 | bass 8.81 | other 4.84 | vocal 4.10 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.20 | bass 4.75 | other 1.50 | vocal 4.82 | average 4.32 || lr 3.738e-04
+epoch  93 || train SDR drum 5.80 | bass 8.78 | other 4.82 | vocal 4.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.23 | bass 4.61 | other 1.54 | vocal 4.83 | average 4.30 || lr 3.643e-04
+epoch  94 || train SDR drum 5.84 | bass 8.90 | other 4.77 | vocal 4.03 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.40 | bass 4.70 | other 1.52 | vocal 4.79 | average 4.36 || lr 3.549e-04
+epoch  95 || train SDR drum 5.73 | bass 8.83 | other 4.91 | vocal 4.04 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.32 | bass 4.74 | other 1.66 | vocal 4.82 | average 4.39 || lr 3.455e-04
+epoch  96 || train SDR drum 5.77 | bass 8.87 | other 4.85 | vocal 3.94 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.32 | bass 4.80 | other 1.54 | vocal 4.78 | average 4.36 || lr 3.362e-04
+epoch  97 || train SDR drum 5.82 | bass 8.87 | other 4.86 | vocal 3.99 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.11 | bass 4.68 | other 1.47 | vocal 4.79 | average 4.26 || lr 3.269e-04
+epoch  98 || train SDR drum 5.72 | bass 8.77 | other 4.88 | vocal 3.93 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.25 | bass 4.68 | other 1.51 | vocal 4.83 | average 4.32 || lr 3.178e-04
+epoch  99 || train SDR drum 5.72 | bass 8.85 | other 4.92 | vocal 4.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.23 | bass 4.75 | other 1.62 | vocal 4.88 | average 4.37 || lr 3.087e-04
+epoch 100 || train SDR drum 5.83 | bass 8.90 | other 4.87 | vocal 4.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.19 | bass 4.66 | other 1.40 | vocal 4.86 | average 4.27 || lr 2.996e-04
+epoch 101 || train SDR drum 5.75 | bass 8.82 | other 4.92 | vocal 4.00 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.34 | bass 4.75 | other 1.63 | vocal 4.88 | average 4.40 || lr 2.907e-04
+epoch 102 || train SDR drum 5.78 | bass 8.94 | other 4.95 | vocal 4.10 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.27 | bass 4.60 | other 1.44 | vocal 4.87 | average 4.29 || lr 2.818e-04
+epoch 103 || train SDR drum 5.80 | bass 8.92 | other 4.96 | vocal 4.08 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.20 | bass 4.56 | other 1.48 | vocal 4.94 | average 4.30 || lr 2.730e-04
+epoch 104 || train SDR drum 5.88 | bass 8.95 | other 4.97 | vocal 4.11 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.29 | bass 4.65 | other 1.55 | vocal 4.89 | average 4.35 || lr 2.643e-04
+epoch 105 || train SDR drum 5.80 | bass 9.01 | other 4.97 | vocal 4.22 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.31 | bass 4.71 | other 1.54 | vocal 4.90 | average 4.36 || lr 2.557e-04
+epoch 106 || train SDR drum 5.91 | bass 8.97 | other 4.98 | vocal 4.10 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.22 | bass 4.76 | other 1.59 | vocal 4.82 | average 4.35 || lr 2.472e-04
+epoch 107 || train SDR drum 5.94 | bass 8.99 | other 4.91 | vocal 4.33 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.34 | bass 4.76 | other 1.61 | vocal 4.86 | average 4.39 || lr 2.388e-04
+epoch 108 || train SDR drum 5.80 | bass 8.93 | other 4.93 | vocal 4.14 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.22 | bass 4.65 | other 1.57 | vocal 4.89 | average 4.33 || lr 2.304e-04
+epoch 109 || train SDR drum 5.90 | bass 8.96 | other 4.98 | vocal 4.18 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.24 | bass 4.79 | other 1.59 | vocal 4.96 | average 4.39 || lr 2.222e-04
+epoch 110 || train SDR drum 5.92 | bass 9.05 | other 5.04 | vocal 4.25 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.29 | bass 4.75 | other 1.56 | vocal 4.90 | average 4.37 || lr 2.141e-04
+epoch 111 || train SDR drum 5.90 | bass 9.12 | other 5.08 | vocal 4.29 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:26 || dev SDR drum 6.28 | bass 4.72 | other 1.62 | vocal 4.97 | average 4.40 || lr 2.061e-04
+epoch 112 || train SDR drum 5.88 | bass 9.02 | other 5.09 | vocal 4.13 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.31 | bass 4.72 | other 1.64 | vocal 4.90 | average 4.39 || lr 1.982e-04
+epoch 113 || train SDR drum 5.88 | bass 9.06 | other 5.07 | vocal 4.24 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:13 || dev SDR drum 6.29 | bass 4.74 | other 1.67 | vocal 4.92 | average 4.41 || lr 1.905e-04
+epoch 114 || train SDR drum 5.94 | bass 8.97 | other 4.99 | vocal 4.21 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.23 | bass 4.77 | other 1.58 | vocal 4.96 | average 4.39 || lr 1.828e-04
+epoch 115 || train SDR drum 5.87 | bass 9.05 | other 5.05 | vocal 4.17 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.33 | bass 4.76 | other 1.51 | vocal 4.90 | average 4.37 || lr 1.753e-04
+epoch 116 || train SDR drum 5.93 | bass 9.03 | other 5.01 | vocal 4.19 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.28 | bass 4.78 | other 1.51 | vocal 4.93 | average 4.37 || lr 1.679e-04
+epoch 117 || train SDR drum 6.02 | bass 9.11 | other 5.13 | vocal 4.26 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:14 || dev SDR drum 6.23 | bass 4.81 | other 1.56 | vocal 4.94 | average 4.38 || lr 1.606e-04
+epoch 118 || train SDR drum 6.02 | bass 9.10 | other 5.07 | vocal 4.21 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.25 | bass 4.78 | other 1.62 | vocal 4.90 | average 4.39 || lr 1.535e-04
+epoch 119 || train SDR drum 5.99 | bass 9.07 | other 5.07 | vocal 4.28 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:28 || dev SDR drum 6.27 | bass 4.74 | other 1.59 | vocal 4.93 | average 4.38 || lr 1.464e-04
+epoch 120 || train SDR drum 5.82 | bass 9.03 | other 5.02 | vocal 4.24 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.28 | bass 4.77 | other 1.59 | vocal 4.96 | average 4.40 || lr 1.396e-04
+epoch 121 || train SDR drum 5.91 | bass 9.05 | other 5.02 | vocal 4.27 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.32 | bass 4.73 | other 1.62 | vocal 4.96 | average 4.41 || lr 1.328e-04
+epoch 122 || train SDR drum 5.99 | bass 9.16 | other 5.04 | vocal 4.18 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.30 | bass 4.75 | other 1.62 | vocal 4.96 | average 4.41 || lr 1.262e-04
+epoch 123 || train SDR drum 6.09 | bass 9.08 | other 5.04 | vocal 4.37 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.30 | bass 4.76 | other 1.65 | vocal 4.97 | average 4.42 || lr 1.198e-04
+epoch 124 || train SDR drum 5.97 | bass 9.14 | other 5.10 | vocal 4.35 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.31 | bass 4.75 | other 1.65 | vocal 4.93 | average 4.41 || lr 1.135e-04
+epoch 125 || train SDR drum 5.98 | bass 9.08 | other 5.06 | vocal 4.17 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.25 | bass 4.72 | other 1.58 | vocal 4.92 | average 4.37 || lr 1.073e-04
+epoch 126 || train SDR drum 5.91 | bass 8.88 | other 5.10 | vocal 4.37 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.27 | bass 4.72 | other 1.56 | vocal 4.90 | average 4.36 || lr 1.013e-04
+epoch 127 || train SDR drum 6.04 | bass 9.10 | other 5.07 | vocal 4.27 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.30 | bass 4.79 | other 1.57 | vocal 4.96 | average 4.40 || lr 9.549e-05
+epoch 128 || train SDR drum 5.95 | bass 9.09 | other 5.11 | vocal 4.21 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.31 | bass 4.72 | other 1.51 | vocal 4.97 | average 4.38 || lr 8.980e-05
+epoch 129 || train SDR drum 5.98 | bass 9.19 | other 5.04 | vocal 4.43 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.34 | bass 4.77 | other 1.60 | vocal 4.93 | average 4.41 || lr 8.427e-05
+epoch 130 || train SDR drum 6.04 | bass 9.14 | other 5.12 | vocal 4.41 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.29 | bass 4.72 | other 1.58 | vocal 4.96 | average 4.39 || lr 7.889e-05
+epoch 131 || train SDR drum 5.85 | bass 9.05 | other 5.14 | vocal 4.19 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:12 || dev SDR drum 6.31 | bass 4.70 | other 1.57 | vocal 4.97 | average 4.39 || lr 7.368e-05
+epoch 132 || train SDR drum 6.02 | bass 9.26 | other 5.14 | vocal 4.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.30 | bass 4.77 | other 1.56 | vocal 4.95 | average 4.40 || lr 6.863e-05
+epoch 133 || train SDR drum 5.98 | bass 9.12 | other 5.14 | vocal 4.28 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.30 | bass 4.74 | other 1.60 | vocal 4.95 | average 4.40 || lr 6.375e-05
+epoch 134 || train SDR drum 6.04 | bass 9.11 | other 5.13 | vocal 4.39 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.32 | bass 4.77 | other 1.56 | vocal 4.97 | average 4.41 || lr 5.904e-05
+epoch 135 || train SDR drum 5.85 | bass 9.27 | other 5.08 | vocal 4.42 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.29 | bass 4.74 | other 1.53 | vocal 4.93 | average 4.37 || lr 5.450e-05
+epoch 136 || train SDR drum 5.94 | bass 9.16 | other 5.11 | vocal 4.33 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:14 || dev SDR drum 6.32 | bass 4.76 | other 1.60 | vocal 4.94 | average 4.41 || lr 5.013e-05
+epoch 137 || train SDR drum 5.94 | bass 9.16 | other 5.19 | vocal 4.44 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.32 | bass 4.78 | other 1.59 | vocal 4.94 | average 4.41 || lr 4.593e-05
+epoch 138 || train SDR drum 6.02 | bass 9.17 | other 5.14 | vocal 4.35 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.27 | bass 4.77 | other 1.61 | vocal 4.98 | average 4.41 || lr 4.191e-05
+epoch 139 || train SDR drum 6.02 | bass 9.25 | other 5.07 | vocal 4.37 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.31 | bass 4.75 | other 1.57 | vocal 4.97 | average 4.40 || lr 3.806e-05
+epoch 140 || train SDR drum 5.92 | bass 9.26 | other 5.16 | vocal 4.40 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.25 | bass 4.73 | other 1.57 | vocal 4.96 | average 4.38 || lr 3.439e-05
+epoch 141 || train SDR drum 6.10 | bass 9.28 | other 5.13 | vocal 4.39 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.34 | bass 4.81 | other 1.62 | vocal 4.96 | average 4.43 || lr 3.090e-05
+epoch 142 || train SDR drum 5.97 | bass 9.08 | other 5.13 | vocal 4.26 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.30 | bass 4.74 | other 1.61 | vocal 4.95 | average 4.40 || lr 2.760e-05
+epoch 143 || train SDR drum 6.06 | bass 9.24 | other 5.05 | vocal 4.63 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.29 | bass 4.74 | other 1.58 | vocal 4.96 | average 4.39 || lr 2.447e-05
+epoch 144 || train SDR drum 6.02 | bass 9.20 | other 5.14 | vocal 4.46 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.29 | bass 4.77 | other 1.60 | vocal 4.98 | average 4.41 || lr 2.153e-05
+epoch 145 || train SDR drum 5.93 | bass 9.20 | other 5.20 | vocal 4.32 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.33 | bass 4.80 | other 1.64 | vocal 4.98 | average 4.44 || lr 1.877e-05
+epoch 146 || train SDR drum 6.06 | bass 9.26 | other 5.09 | vocal 4.35 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.32 | bass 4.78 | other 1.62 | vocal 4.98 | average 4.42 || lr 1.620e-05
+epoch 147 || train SDR drum 6.05 | bass 9.22 | other 5.17 | vocal 4.46 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.31 | bass 4.78 | other 1.61 | vocal 4.97 | average 4.42 || lr 1.382e-05
+epoch 148 || train SDR drum 5.99 | bass 9.20 | other 5.09 | vocal 4.42 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.33 | bass 4.80 | other 1.62 | vocal 4.99 | average 4.44 || lr 1.162e-05
+epoch 149 || train SDR drum 5.89 | bass 9.11 | other 5.10 | vocal 4.36 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.31 | bass 4.78 | other 1.60 | vocal 4.98 | average 4.42 || lr 9.607e-06
+epoch 150 || train SDR drum 6.01 | bass 9.17 | other 5.12 | vocal 4.23 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:14 || dev SDR drum 6.31 | bass 4.76 | other 1.61 | vocal 4.98 | average 4.41 || lr 7.787e-06
+epoch 151 || train SDR drum 6.02 | bass 9.24 | other 5.14 | vocal 4.34 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.33 | bass 4.77 | other 1.60 | vocal 4.98 | average 4.42 || lr 6.156e-06
+epoch 152 || train SDR drum 6.10 | bass 9.22 | other 5.10 | vocal 4.34 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.33 | bass 4.78 | other 1.61 | vocal 4.99 | average 4.42 || lr 4.715e-06
+epoch 153 || train SDR drum 6.09 | bass 9.26 | other 5.14 | vocal 4.41 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.33 | bass 4.78 | other 1.63 | vocal 4.99 | average 4.43 || lr 3.466e-06
+epoch 154 || train SDR drum 6.06 | bass 9.28 | other 5.13 | vocal 4.45 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:12 || dev SDR drum 6.32 | bass 4.77 | other 1.61 | vocal 4.99 | average 4.42 || lr 2.408e-06
+epoch 155 || train SDR drum 6.02 | bass 9.30 | other 5.16 | vocal 4.26 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.32 | bass 4.77 | other 1.62 | vocal 4.99 | average 4.43 || lr 1.541e-06
+epoch 156 || train SDR drum 6.04 | bass 9.12 | other 5.16 | vocal 4.33 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.32 | bass 4.77 | other 1.62 | vocal 4.99 | average 4.43 || lr 8.672e-07
+epoch 157 || train SDR drum 5.98 | bass 9.15 | other 5.14 | vocal 4.41 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.32 | bass 4.77 | other 1.62 | vocal 4.99 | average 4.42 || lr 3.855e-07
+epoch 158 || train SDR drum 6.01 | bass 9.05 | other 5.13 | vocal 4.46 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.32 | bass 4.77 | other 1.62 | vocal 4.99 | average 4.42 || lr 9.638e-08
+epoch 159 || train SDR drum 6.03 | bass 9.22 | other 5.14 | vocal 4.38 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.32 | bass 4.77 | other 1.62 | vocal 4.99 | average 4.42 || lr 8.500e-04
+epoch 160 || train SDR drum 5.78 | bass 8.83 | other 4.78 | vocal 4.07 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.11 | bass 4.88 | other 1.62 | vocal 4.82 | average 4.36 || lr 8.499e-04
+epoch 161 || train SDR drum 5.68 | bass 8.66 | other 4.80 | vocal 3.95 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.12 | bass 4.45 | other 1.47 | vocal 4.60 | average 4.16 || lr 8.497e-04
+epoch 162 || train SDR drum 5.77 | bass 8.68 | other 4.75 | vocal 3.96 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.15 | bass 4.69 | other 1.48 | vocal 4.88 | average 4.30 || lr 8.493e-04
+epoch 163 || train SDR drum 5.79 | bass 8.62 | other 4.78 | vocal 4.08 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.24 | bass 4.72 | other 1.61 | vocal 4.71 | average 4.32 || lr 8.487e-04
+epoch 164 || train SDR drum 5.75 | bass 8.59 | other 4.75 | vocal 3.99 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.15 | bass 4.52 | other 1.62 | vocal 4.92 | average 4.30 || lr 8.480e-04
+epoch 165 || train SDR drum 5.85 | bass 8.73 | other 4.76 | vocal 4.07 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.17 | bass 4.65 | other 1.50 | vocal 4.82 | average 4.29 || lr 8.471e-04
+epoch 166 || train SDR drum 5.83 | bass 8.73 | other 4.75 | vocal 4.06 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.12 | bass 4.43 | other 1.47 | vocal 4.83 | average 4.21 || lr 8.460e-04
+epoch 167 || train SDR drum 5.71 | bass 8.60 | other 4.83 | vocal 3.94 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.06 | bass 4.66 | other 1.48 | vocal 4.61 | average 4.20 || lr 8.448e-04
+epoch 168 || train SDR drum 5.80 | bass 8.65 | other 4.78 | vocal 4.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.20 | bass 4.80 | other 1.58 | vocal 4.87 | average 4.36 || lr 8.434e-04
+epoch 169 || train SDR drum 5.76 | bass 8.79 | other 4.84 | vocal 3.90 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.11 | bass 4.65 | other 1.65 | vocal 4.89 | average 4.32 || lr 8.418e-04
+epoch 170 || train SDR drum 5.83 | bass 8.65 | other 4.84 | vocal 4.07 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.09 | bass 4.66 | other 1.56 | vocal 4.75 | average 4.26 || lr 8.401e-04
+epoch 171 || train SDR drum 5.72 | bass 8.70 | other 4.91 | vocal 3.95 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.29 | bass 4.75 | other 1.58 | vocal 4.60 | average 4.31 || lr 8.383e-04
+epoch 172 || train SDR drum 5.80 | bass 8.66 | other 4.92 | vocal 3.85 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.13 | bass 4.67 | other 1.59 | vocal 4.85 | average 4.31 || lr 8.362e-04
+epoch 173 || train SDR drum 5.77 | bass 8.72 | other 4.84 | vocal 4.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.22 | bass 4.75 | other 1.46 | vocal 4.79 | average 4.31 || lr 8.340e-04
+epoch 174 || train SDR drum 5.74 | bass 8.69 | other 4.82 | vocal 4.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.29 | bass 4.58 | other 1.41 | vocal 4.92 | average 4.30 || lr 8.317e-04
+epoch 175 || train SDR drum 5.70 | bass 8.68 | other 4.95 | vocal 4.14 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.41 | bass 4.64 | other 1.44 | vocal 4.82 | average 4.33 || lr 8.292e-04
+epoch 176 || train SDR drum 5.77 | bass 8.86 | other 4.87 | vocal 4.12 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.16 | bass 4.63 | other 1.61 | vocal 4.70 | average 4.28 || lr 8.265e-04
+epoch 177 || train SDR drum 5.88 | bass 8.95 | other 4.93 | vocal 4.18 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.29 | bass 4.67 | other 1.57 | vocal 4.77 | average 4.32 || lr 8.237e-04
+epoch 178 || train SDR drum 5.83 | bass 8.81 | other 4.91 | vocal 4.21 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.19 | bass 4.41 | other 1.44 | vocal 4.77 | average 4.20 || lr 8.208e-04
+epoch 179 || train SDR drum 5.84 | bass 8.83 | other 4.92 | vocal 4.02 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.22 | bass 4.59 | other 1.65 | vocal 4.84 | average 4.32 || lr 8.176e-04
+epoch 180 || train SDR drum 5.80 | bass 8.79 | other 4.97 | vocal 4.33 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 5.91 | bass 4.54 | other 1.58 | vocal 4.81 | average 4.21 || lr 8.144e-04
+epoch 181 || train SDR drum 5.86 | bass 8.86 | other 5.00 | vocal 4.05 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.30 | bass 4.71 | other 1.65 | vocal 4.89 | average 4.39 || lr 8.110e-04
+epoch 182 || train SDR drum 5.87 | bass 8.90 | other 4.84 | vocal 4.32 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.11 | bass 4.75 | other 1.60 | vocal 4.85 | average 4.33 || lr 8.074e-04
+epoch 183 || train SDR drum 5.84 | bass 8.87 | other 4.90 | vocal 4.31 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.33 | bass 4.63 | other 1.52 | vocal 4.77 | average 4.31 || lr 8.037e-04
+epoch 184 || train SDR drum 5.81 | bass 8.82 | other 4.96 | vocal 4.34 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.27 | bass 4.61 | other 1.57 | vocal 4.88 | average 4.33 || lr 7.998e-04
+epoch 185 || train SDR drum 5.98 | bass 8.85 | other 5.05 | vocal 4.11 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.12 | bass 4.57 | other 1.44 | vocal 4.80 | average 4.23 || lr 7.958e-04
+epoch 186 || train SDR drum 5.92 | bass 9.02 | other 4.83 | vocal 4.33 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:16 || dev SDR drum 6.31 | bass 4.89 | other 1.68 | vocal 4.85 | average 4.43 || lr 7.917e-04
+epoch 187 || train SDR drum 5.87 | bass 8.78 | other 4.97 | vocal 4.37 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.19 | bass 4.69 | other 1.73 | vocal 4.93 | average 4.38 || lr 7.874e-04
+epoch 188 || train SDR drum 6.00 | bass 8.98 | other 5.00 | vocal 4.30 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.30 | bass 4.81 | other 1.72 | vocal 4.81 | average 4.41 || lr 7.829e-04
+epoch 189 || train SDR drum 5.93 | bass 8.99 | other 4.89 | vocal 4.46 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.20 | bass 4.73 | other 1.72 | vocal 4.94 | average 4.40 || lr 7.784e-04
+epoch 190 || train SDR drum 5.88 | bass 9.01 | other 4.99 | vocal 4.41 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.23 | bass 4.78 | other 1.57 | vocal 4.88 | average 4.37 || lr 7.737e-04
+epoch 191 || train SDR drum 5.91 | bass 8.94 | other 4.93 | vocal 4.47 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.30 | bass 4.57 | other 1.58 | vocal 4.92 | average 4.34 || lr 7.688e-04
+epoch 192 || train SDR drum 5.93 | bass 9.06 | other 4.97 | vocal 4.46 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.18 | bass 4.66 | other 1.60 | vocal 4.95 | average 4.35 || lr 7.639e-04
+epoch 193 || train SDR drum 6.02 | bass 8.88 | other 4.99 | vocal 4.53 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.28 | bass 4.54 | other 1.73 | vocal 4.98 | average 4.38 || lr 7.588e-04
+epoch 194 || train SDR drum 6.00 | bass 9.03 | other 4.89 | vocal 4.64 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.34 | bass 4.78 | other 1.74 | vocal 4.95 | average 4.45 || lr 7.535e-04
+epoch 195 || train SDR drum 6.00 | bass 8.95 | other 4.99 | vocal 4.60 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.30 | bass 4.76 | other 1.55 | vocal 4.89 | average 4.37 || lr 7.482e-04
+epoch 196 || train SDR drum 5.93 | bass 8.96 | other 5.00 | vocal 4.66 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.29 | bass 4.59 | other 1.59 | vocal 4.92 | average 4.35 || lr 7.427e-04
+epoch 197 || train SDR drum 5.96 | bass 8.76 | other 5.00 | vocal 4.79 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.18 | bass 4.82 | other 1.73 | vocal 4.89 | average 4.40 || lr 7.371e-04
+epoch 198 || train SDR drum 5.94 | bass 9.02 | other 5.05 | vocal 4.69 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.20 | bass 4.77 | other 1.69 | vocal 4.90 | average 4.39 || lr 7.314e-04
+epoch 199 || train SDR drum 6.02 | bass 9.01 | other 5.00 | vocal 4.97 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.27 | bass 4.85 | other 1.89 | vocal 5.00 | average 4.50 || lr 7.255e-04
+epoch 200 || train SDR drum 5.97 | bass 9.01 | other 4.99 | vocal 4.95 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.28 | bass 4.77 | other 1.69 | vocal 4.81 | average 4.39 || lr 7.196e-04
+epoch 201 || train SDR drum 5.95 | bass 8.90 | other 5.05 | vocal 5.04 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.05 | bass 4.55 | other 1.59 | vocal 4.93 | average 4.28 || lr 7.135e-04
+epoch 202 || train SDR drum 5.97 | bass 8.92 | other 5.01 | vocal 5.00 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:12 || dev SDR drum 6.33 | bass 4.83 | other 1.80 | vocal 5.03 | average 4.50 || lr 7.073e-04
+epoch 203 || train SDR drum 6.03 | bass 9.00 | other 5.02 | vocal 5.28 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:22 || dev SDR drum 6.31 | bass 4.73 | other 1.51 | vocal 4.93 | average 4.37 || lr 7.010e-04
+epoch 204 || train SDR drum 6.02 | bass 8.95 | other 5.05 | vocal 5.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.29 | bass 4.66 | other 1.77 | vocal 4.93 | average 4.41 || lr 6.946e-04
+epoch 205 || train SDR drum 6.03 | bass 9.09 | other 5.02 | vocal 5.17 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.39 | bass 4.60 | other 1.58 | vocal 4.85 | average 4.36 || lr 6.881e-04
+epoch 206 || train SDR drum 6.06 | bass 9.05 | other 5.03 | vocal 5.25 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.35 | bass 4.71 | other 1.70 | vocal 5.07 | average 4.46 || lr 6.815e-04
+epoch 207 || train SDR drum 6.09 | bass 9.03 | other 5.07 | vocal 5.28 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.24 | bass 4.72 | other 1.70 | vocal 5.05 | average 4.43 || lr 6.748e-04
+epoch 208 || train SDR drum 6.10 | bass 8.94 | other 4.99 | vocal 5.30 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.16 | bass 4.85 | other 1.56 | vocal 4.91 | average 4.37 || lr 6.680e-04
+epoch 209 || train SDR drum 6.07 | bass 8.94 | other 5.03 | vocal 5.32 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.24 | bass 4.71 | other 1.75 | vocal 5.03 | average 4.43 || lr 6.611e-04
+epoch 210 || train SDR drum 6.04 | bass 8.95 | other 5.08 | vocal 5.36 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:19 || dev SDR drum 6.25 | bass 4.82 | other 1.90 | vocal 4.98 | average 4.49 || lr 6.541e-04
+epoch 211 || train SDR drum 6.17 | bass 9.00 | other 5.05 | vocal 5.37 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.14 | bass 4.79 | other 1.75 | vocal 5.00 | average 4.42 || lr 6.471e-04
+epoch 212 || train SDR drum 6.26 | bass 8.98 | other 5.10 | vocal 5.40 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:11 || dev SDR drum 6.35 | bass 4.76 | other 1.60 | vocal 4.91 | average 4.41 || lr 6.399e-04
+epoch 213 || train SDR drum 6.17 | bass 9.05 | other 5.06 | vocal 5.48 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.19 | bass 4.71 | other 1.62 | vocal 5.06 | average 4.40 || lr 6.327e-04
+epoch 214 || train SDR drum 6.14 | bass 8.99 | other 5.08 | vocal 5.52 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:13 || dev SDR drum 6.26 | bass 4.82 | other 1.73 | vocal 4.95 | average 4.44 || lr 6.253e-04
+epoch 215 || train SDR drum 6.26 | bass 9.08 | other 5.03 | vocal 5.57 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.30 | bass 4.79 | other 1.57 | vocal 4.98 | average 4.41 || lr 6.179e-04
+epoch 216 || train SDR drum 6.30 | bass 9.18 | other 5.02 | vocal 5.57 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:23 || dev SDR drum 6.17 | bass 4.83 | other 1.77 | vocal 5.04 | average 4.45 || lr 6.105e-04
+epoch 217 || train SDR drum 6.24 | bass 9.11 | other 5.04 | vocal 5.62 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:25 || dev SDR drum 6.10 | bass 4.68 | other 1.69 | vocal 5.01 | average 4.37 || lr 6.029e-04
+epoch 218 || train SDR drum 6.25 | bass 9.08 | other 5.06 | vocal 5.58 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.14 | bass 4.79 | other 1.64 | vocal 4.98 | average 4.39 || lr 5.953e-04
+epoch 219 || train SDR drum 6.19 | bass 9.12 | other 5.07 | vocal 5.63 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.18 | bass 4.69 | other 1.70 | vocal 4.98 | average 4.38 || lr 5.876e-04
+epoch 220 || train SDR drum 6.25 | bass 9.12 | other 5.09 | vocal 5.66 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.20 | bass 4.71 | other 1.78 | vocal 5.11 | average 4.45 || lr 5.799e-04
+epoch 221 || train SDR drum 6.27 | bass 9.18 | other 5.05 | vocal 5.69 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.27 | bass 4.59 | other 1.66 | vocal 4.97 | average 4.37 || lr 5.721e-04
+epoch 222 || train SDR drum 6.27 | bass 9.22 | other 5.09 | vocal 5.74 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 5.96 | bass 4.70 | other 1.77 | vocal 4.95 | average 4.34 || lr 5.642e-04
+epoch 223 || train SDR drum 6.38 | bass 9.15 | other 5.11 | vocal 5.80 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.16 | bass 4.86 | other 1.83 | vocal 4.99 | average 4.46 || lr 5.563e-04
+epoch 224 || train SDR drum 6.38 | bass 9.10 | other 5.16 | vocal 5.74 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:16 || dev SDR drum 6.16 | bass 4.56 | other 1.69 | vocal 5.09 | average 4.37 || lr 5.484e-04
+epoch 225 || train SDR drum 6.32 | bass 9.13 | other 5.09 | vocal 5.85 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.21 | bass 4.87 | other 1.84 | vocal 5.08 | average 4.50 || lr 5.404e-04
+epoch 226 || train SDR drum 6.41 | bass 9.13 | other 5.03 | vocal 5.88 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:15 || dev SDR drum 6.21 | bass 4.87 | other 1.76 | vocal 4.88 | average 4.43 || lr 5.323e-04
+epoch 227 || train SDR drum 6.38 | bass 9.13 | other 5.10 | vocal 5.73 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.04 | bass 4.44 | other 1.55 | vocal 5.01 | average 4.26 || lr 5.242e-04
+epoch 228 || train SDR drum 6.51 | bass 9.21 | other 5.13 | vocal 5.92 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.17 | bass 4.80 | other 1.76 | vocal 5.07 | average 4.45 || lr 5.161e-04
+epoch 229 || train SDR drum 6.54 | bass 9.22 | other 5.15 | vocal 5.92 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.21 | bass 4.60 | other 1.55 | vocal 5.00 | average 4.34 || lr 5.079e-04
+epoch 230 || train SDR drum 6.44 | bass 9.07 | other 5.20 | vocal 5.85 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.15 | bass 4.43 | other 1.57 | vocal 5.07 | average 4.30 || lr 4.997e-04
+epoch 231 || train SDR drum 6.53 | bass 9.23 | other 5.24 | vocal 5.86 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.15 | bass 4.67 | other 1.60 | vocal 5.03 | average 4.36 || lr 4.915e-04
+epoch 232 || train SDR drum 6.52 | bass 9.06 | other 5.17 | vocal 5.91 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.29 | bass 4.67 | other 1.61 | vocal 5.04 | average 4.40 || lr 4.832e-04
+epoch 233 || train SDR drum 6.57 | bass 9.28 | other 5.08 | vocal 5.96 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:13 || dev SDR drum 6.12 | bass 4.56 | other 1.70 | vocal 5.02 | average 4.35 || lr 4.750e-04
+epoch 234 || train SDR drum 6.52 | bass 9.31 | other 5.18 | vocal 5.88 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.29 | bass 4.68 | other 1.69 | vocal 5.06 | average 4.43 || lr 4.667e-04
+epoch 235 || train SDR drum 6.47 | bass 9.24 | other 5.24 | vocal 5.90 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.11 | bass 4.78 | other 1.77 | vocal 5.12 | average 4.45 || lr 4.583e-04
+epoch 236 || train SDR drum 6.57 | bass 9.23 | other 5.20 | vocal 6.00 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:13 || dev SDR drum 6.11 | bass 4.74 | other 1.80 | vocal 5.13 | average 4.45 || lr 4.500e-04
+epoch 237 || train SDR drum 6.53 | bass 9.26 | other 5.18 | vocal 6.03 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.20 | bass 4.90 | other 1.83 | vocal 5.10 | average 4.51 || lr 4.417e-04
+epoch 238 || train SDR drum 6.59 | bass 9.31 | other 5.23 | vocal 6.05 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 5.94 | bass 4.67 | other 1.67 | vocal 5.06 | average 4.33 || lr 4.333e-04
+epoch 239 || train SDR drum 6.52 | bass 9.38 | other 5.31 | vocal 5.99 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.23 | bass 4.89 | other 1.66 | vocal 5.04 | average 4.45 || lr 4.250e-04
+epoch 240 || train SDR drum 6.56 | bass 9.26 | other 5.29 | vocal 6.02 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.23 | bass 4.88 | other 1.80 | vocal 5.10 | average 4.50 || lr 4.167e-04
+epoch 241 || train SDR drum 6.64 | bass 9.21 | other 5.30 | vocal 6.03 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:11 || dev SDR drum 6.14 | bass 4.75 | other 1.74 | vocal 5.04 | average 4.42 || lr 4.083e-04
+epoch 242 || train SDR drum 6.70 | bass 9.29 | other 5.22 | vocal 6.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:17 || dev SDR drum 6.03 | bass 4.77 | other 1.76 | vocal 5.13 | average 4.42 || lr 4.000e-04
+epoch 243 || train SDR drum 6.68 | bass 9.20 | other 5.18 | vocal 6.13 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:18 || dev SDR drum 6.21 | bass 4.84 | other 1.76 | vocal 5.10 | average 4.48 || lr 3.917e-04
+epoch 244 || train SDR drum 6.70 | bass 9.34 | other 5.27 | vocal 6.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:24 || dev SDR drum 6.28 | bass 4.86 | other 1.74 | vocal 5.09 | average 4.49 || lr 3.833e-04
+epoch 245 || train SDR drum 6.65 | bass 9.35 | other 5.29 | vocal 6.16 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:20 || dev SDR drum 6.28 | bass 4.91 | other 1.83 | vocal 5.10 | average 4.53 || lr 3.750e-04
+epoch 246 || train SDR drum 6.65 | bass 9.33 | other 5.27 | vocal 6.09 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:21 || dev SDR drum 6.23 | bass 4.81 | other 1.66 | vocal 5.07 | average 4.44 || lr 3.668e-04
+epoch 247 || train SDR drum 6.80 | bass 9.37 | other 5.29 | vocal 6.23 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:16 || dev SDR drum 6.25 | bass 4.89 | other 1.71 | vocal 5.02 | average 4.47 || lr 3.585e-04
+epoch 248 || train SDR drum 6.72 | bass 9.40 | other 5.24 | vocal 6.07 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:12 || dev SDR drum 6.20 | bass 4.75 | other 1.61 | vocal 5.06 | average 4.41 || lr 3.503e-04
+epoch 249 || train SDR drum 6.63 | bass 9.41 | other 5.28 | vocal 6.12 | mix 0.00 | dis 0.000 | sim 0.000 || elapsed 04:14 || dev SDR drum 6.22 | bass 4.77 | other 1.65 | vocal 5.05 | average 4.42 || lr 3.421e-04

dataset=musdb18_32000,model=sfi_convtasnet_td_mpgtf,seed=40,time_length=8.0/test12000/scores/test/AM Contra - Heart Peripheral.json ADDED Viewed