Add files using upload-large-folder tool

seqsleepnet/dcsm/EEG-EOG-EMG/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/lightning_logs/version_2/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/lightning_logs/version_3/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/results.csv

@@ -0,0 +1,2 @@
+,test/loss,test/acc,test/f1,test/ck,test/pr,test/rc,test/macc,test/mf1,dataset,fold
+0,1.1084814071655273,0.8963367342948914,0.8879722952842712,0.8165152668952942,0.8984325528144836,0.8963367342948914,0.7388065457344055,0.7399715185165405,dcsm,-1

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_1/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.680889904499054,0.4757314622402191,0.6603578925132751,3.677487373352051,0.5069424510002136,0.4585958421230316,0.729280948638916,0.680889904499054

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_2/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_3/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_5/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_5/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.6326953172683716,0.419065922498703,0.6166431903839111,4.109954357147217,0.47168707847595215,0.4142186641693115,0.6991837620735168,0.6326953172683716

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_6/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_7/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_7/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.6714587807655334,0.45034050941467285,0.6466460824012756,3.907860279083252,0.4680267572402954,0.41451719403266907,0.7046887874603271,0.6714587807655334

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_8/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_9/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/rob_logs/lightning_logs/version_9/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.6874651908874512,0.49438291788101196,0.6768600940704346,3.5916881561279297,0.5031722187995911,0.45488762855529785,0.7485686540603638,0.6874651908874512

seqsleepnet/dcsm/EEG-EOG-EMG/robustness.csv

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+test/loss,test/acc,test/f1,test/ck,test/pr,test/rc,test/macc,test/mf1,dataset
+3.677487373352051,0.680889904499054,0.6603578925132751,0.4757314622402191,0.729280948638916,0.680889904499054,0.5069424510002136,0.4585958421230316,dcsm
+4.160091400146484,0.6634217500686646,0.6456521153450012,0.4518586099147796,0.7189701199531555,0.6634217500686646,0.4695473611354828,0.4082362651824951,dcsm
+4.109954357147217,0.6326953172683716,0.6166431903839111,0.419065922498703,0.6991837620735168,0.6326953172683716,0.4716870784759521,0.4142186641693115,dcsm
+3.907860279083252,0.6714587807655334,0.6466460824012756,0.4503405094146728,0.7046887874603271,0.6714587807655334,0.4680267572402954,0.414517194032669,dcsm
+3.5916881561279297,0.6874651908874512,0.6768600940704346,0.49438291788101196,0.7485686540603638,0.6874651908874512,0.5031722187995911,0.45488762855529785,dcsm

seqsleepnet/dcsm/EEG-EOG-EMG/test_logs/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/dcsm/EEG-EOG-EMG/test_logs/lightning_logs/version_1/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.8963367342948914,0.8165152668952942,0.8879722952842712,1.1084814071655273,0.7388065457344055,0.7399715185165405,0.8984325528144836,0.8963367342948914

seqsleepnet/mass/EEG-EOG-EMG/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/results.csv

@@ -0,0 +1,2 @@
+,test/loss,test/acc,test/f1,test/ck,test/pr,test/rc,test/macc,test/mf1,dataset,fold
+0,1.2769793272018433,0.8655908703804016,0.8597139120101929,0.7994821667671204,0.8710425496101379,0.8655908703804016,0.7777894735336304,0.7744115591049194,mass,-1

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_1/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.6134179830551147,0.3735303580760956,0.5228897929191589,5.075692176818848,0.3875196576118469,0.32331645488739014,0.4946737289428711,0.6134179830551147

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_2/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_3/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_3/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.575926661491394,0.33682185411453247,0.49975839257240295,4.9972734451293945,0.39729732275009155,0.34361937642097473,0.4937872290611267,0.575926661491394

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_4/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_5/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_5/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.7093198895454407,0.5364241600036621,0.662753164768219,3.2474586963653564,0.5726251006126404,0.5604570508003235,0.7041841745376587,0.7093198895454407

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_6/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_7/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_7/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.6103882789611816,0.39122745394706726,0.5320881605148315,4.775015830993652,0.42470264434814453,0.37278157472610474,0.5542618632316589,0.6103882789611816

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_8/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_9/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/rob_logs/lightning_logs/version_9/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.6860011219978333,0.5206879377365112,0.6321853995323181,3.695552110671997,0.5457550287246704,0.5063552856445312,0.6969096660614014,0.6860011219978333

seqsleepnet/mass/EEG-EOG-EMG/robustness.csv

@@ -0,0 +1,6 @@
+test/loss,test/acc,test/f1,test/ck,test/pr,test/rc,test/macc,test/mf1,dataset
+5.075692176818848,0.6134179830551147,0.5228897929191589,0.3735303580760956,0.4946737289428711,0.6134179830551147,0.3875196576118469,0.3233164548873901,mass
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seqsleepnet/mass/EEG-EOG-EMG/test_logs/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/test_logs/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/mass/EEG-EOG-EMG/test_logs/lightning_logs/version_1/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.8655908703804016,0.7994821667671204,0.8597139120101929,1.2769793272018433,0.7777894735336304,0.7744115591049194,0.8710425496101379,0.8655908703804016

seqsleepnet/shhs/EEG-EOG-EMG/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/shhs/EEG-EOG-EMG/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/shhs/EEG-EOG-EMG/results.csv

@@ -0,0 +1,2 @@
+,test/loss,test/acc,test/f1,test/ck,test/pr,test/rc,test/macc,test/mf1,dataset,fold
+0,1.2576813697814941,0.8779153823852539,0.8756274580955505,0.8180123567581177,0.8914965987205505,0.8779153823852539,0.7641662955284119,0.7636263370513916,shhs,-1

seqsleepnet/shhs/EEG-EOG-EMG/test_logs/lightning_logs/version_0/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/shhs/EEG-EOG-EMG/test_logs/lightning_logs/version_1/hparams.yaml

@@ -0,0 +1,21 @@
+config: &id001
+  D: 32
+  F: 129
+  T: 29
+  attentionsize1: 32
+  highfreq: 50
+  in_channels: 3
+  learning_rate: 0.0001
+  loss: physioex.train.networks.utils.loss:CrossEntropyLoss
+  loss_kwargs: {}
+  lowfreq: 0
+  n_classes: 5
+  nfft: 256
+  seqnhidden1: 64
+  seqnhidden2: 64
+  seqnlayer1: 1
+  seqnlayer2: 1
+  sequence_length: 21
+  sf: 100
+  weight_decay: 1.0e-06
+module_config: *id001

seqsleepnet/shhs/EEG-EOG-EMG/test_logs/lightning_logs/version_1/metrics.csv

@@ -0,0 +1,2 @@
+epoch,step,test/acc,test/ck,test/f1,test/loss,test/macc,test/mf1,test/pr,test/rc
+0,0,0.8779153823852539,0.8180123567581177,0.8756274580955505,1.2576813697814941,0.7641662955284119,0.7636263370513916,0.8914965987205505,0.8779153823852539