Pascalschroeder's workspace
Runs
30
Name
2 visualized
State
Notes
Tags
test/loss
Created
Runtime
train.name
dataset._name_
dataset.sampling_rate
dataset.segment_length
diffusion.T
diffusion.beta_0
diffusion.beta_T
model._name_
model.diffusion_step_embed_dim_in
model.diffusion_step_embed_dim_mid
model.diffusion_step_embed_dim_out
model.dilation_cycle
model.in_channels
model.num_res_layers
model.out_channels
model.res_channels
model.skip_channels
model.unconditional
train.batch_size_per_gpu
train.epochs_per_ckpt
train.iters_per_logging
train.learning_rate
train.n_epochs
dataset.audio_path
dataset.data_base_dir
dataset.eeg_path
dataset.min_max_norm
dataset.sampling_rate_eeg
dataset.splits_path
generate.conditional_file
generate.conditional_signal
generate.conditional_type
model.encoder_config.c_brain_in
model.encoder_config.c_brain_mid
model.encoder_config.c_in
model.encoder_config.c_mid
model.encoder_config.c_out
model.encoder_config.n_classes
model.encoder_config.name
model.freeze_generator
model.pretrained_generator
dataset.ecog_path
dataset.ecog_splits_path
Finished
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1d 5h 17m 7s
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brain_cond_variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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-
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VariaNTS/VariaNTS_words_HP/
data/
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datasplits/VariaNTS/HP_6classes_90-10/
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data/HP1_ECoG_conditional/sub-002_top6/dag7.npy
brain
-
-
123
128
128
-
brain_encoder
true
exp/SG-U_v10/checkpoint/500.pkl
HP1_ECoG_conditional/sub-002_top6/
datasplits/HP1_ECoG_conditional/sub-002_top6/
Finished
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4h 17m 58s
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brain_cond_hp
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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HP1_ECoG_conditional/sub-002_top6/
data/
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datasplits/HP1_ECoG_conditional/sub-002_top6/
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data/HP1_ECoG_conditional/sub-002_top6/dag7.npy
brain
-
-
123
128
128
-
brain_encoder
false
exp/SG-U_v10/checkpoint/500.pkl
HP1_ECoG_conditional/sub-002_top6/
-
Finished
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8d 10h 34m 58s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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VariaNTS/VariaNTS_words_HP/
data/
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datasplits/VariaNTS/HP_6classes_90-10
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dag
class
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64
128
6
class_encoder
false
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Crashed
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2h 32m 22s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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VariaNTS/VariaNTS_words_HP/
data/
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datasplits/VariaNTS/HP_6classes_90-10
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dag
class
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64
128
6
class_encoder
false
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Finished
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5d 19h 50m 40s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
true
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VariaNTS/VariaNTS_words_HP/
data/
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datasplits/VariaNTS/HP_6classes_90-10
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brain
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false
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Finished
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3d 17h 26m 35s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
true
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VariaNTS/VariaNTS_words_16kHz_HP_synth_aug/
/scratch-local/pschroder.2558807/data/
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datasplits/VariaNTS/HP_90-10/
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brain
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false
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Finished
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1h 7m 2s
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brain_cond_hp
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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HP1_ECoG_conditional/sub-002/
/scratch-local/pschroder.2523517/data/
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datasplits/HP1_ECoG_conditional/sub-002/
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/scratch-local/pschroder.2523517/data/HP1_ECoG_conditional/sub-002/dag2.npy
brain
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-
48
96
128
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brain_encoder
false
/scratch-local/pschroder.2523517/exp/Uncond-PT-v9/checkpoint/230.pkl
HP1_ECoG_conditional/sub-002/
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Finished
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1d 1h 16m
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brain_cond_variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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VariaNTS/VariaNTS_words_16kHz_HP_synth_aug/
/scratch-local/pschroder.2523516/data/
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datasplits/VariaNTS/HP_synth_aug_brain-cond_90-10/
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/scratch-local/pschroder.2523516/data/HP1_ECoG_conditional/sub-002/dag2.npy
brain
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48
96
128
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brain_encoder
true
/scratch-local/pschroder.2523516/exp/Uncond-PT-v9/checkpoint/230.pkl
HP1_ECoG_conditional/sub-002/
datasplits/HP1_ECoG_conditional/sub-002/
Finished
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2d 12h 28m 57s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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VariaNTS/VariaNTS_words_16kHz_HP_synth_aug/
/scratch-local/pschroder.2511824/data/
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datasplits/VariaNTS/HP_synth_aug_90-10/
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dag
class
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64
128
55
class_encoder
false
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Finished
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2d 8h 12m 33s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
true
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VariaNTS/VariaNTS_words_16kHz_HP_synth_aug/
/scratch-local/pschroder.2511823/data/
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datasplits/VariaNTS/HP_synth_aug_90-10/
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brain
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false
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Finished
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9d 15h 40m 43s
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brain_cond_variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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-
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VariaNTS/VariaNTS_words_16kHz_HP_synth_aug/
/scratch-local/schroderp.2500664/data/
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datasplits/VariaNTS/HP_synth_aug_brain-cond_90-10/
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/scratch-local/schroderp.2500664/data/HP1_ECoG_conditional/sub-002/dag7.npy
brain
-
-
48
96
128
-
brain_encoder
true
/scratch-local/schroderp.2500664/exp/Uncond-PT-v8_h256_d36_T200_betaT0.02_uncond/checkpoint/250.pkl
HP1_ECoG_conditional/sub-002/
datasplits/HP1_ECoG_conditional/sub-002/
Finished
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1h 7m 2s
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brain_cond_hp
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
-
-
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HP1_ECoG_conditional/sub-002/
/scratch-local/schroderp.2458292/data/
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datasplits/HP1_ECoG_conditional/sub-002/
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/scratch-local/schroderp.2458292/data/HP1_ECoG_conditional/sub-002/dag7.npy
brain
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-
48
96
128
-
brain_encoder
false
/scratch-local/schroderp.2458292/exp/Uncond-PT-v8_h256_d36_T200_betaT0.02_uncond/checkpoint/250.pkl
HP1_ECoG_conditional/sub-002/
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Crashed
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4m 11s
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brain_cond_variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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VariaNTS/VariaNTS_words_16kHz_HP_synth_aug/
/scratch-local/schroderp.2458219/data/
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datasplits/VariaNTS/HP_synth_aug_brain-cond_90-10/
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/scratch-local/schroderp.2458219/data/HP1_ECoG_conditional/sub-002/dag7.npy
brain
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-
48
96
128
-
brain_encoder
true
/scratch-local/schroderp.2458219/exp/Uncond-PT-v8_h256_d36_T200_betaT0.02_uncond/checkpoint/250.pkl
HP1_ECoG_conditional/sub-002/
datasplits/HP1_ECoG_conditional/sub-002/
Finished
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1h 23m 20s
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variants_brain
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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VariaNTS/VariaNTS_words_16kHz_HP_synth_sameval_aug/
/scratch-local/schroderp.2354222/data/
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datasplits/VariaNTS/HP_synth_sameval_aug_cleaned_ecog-cond_90-10/
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/scratch-local/schroderp.2354222/data/HP1_ECoG_conditional/denoised_fixed-transcript/dag7.npy
brain
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32
64
128
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brain_encoder
true
/scratch-local/schroderp.2354222/exp/Uncond-PT-v8_h256_d36_T200_betaT0.02_uncond/checkpoint/250.pkl
HP1_ECoG_conditional/denoised_fixed-transcript_cleaned/
datasplits/HP1_ECoG_conditional/denoised_fixed-transcript_cleaned/
Failed
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30m 22s
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hp1_ecog_conditional
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
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HP1_ECoG_conditional/denoised_fixed-transcript/
/scratch-local/schroderp.2352668/data/
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datasplits/HP1_ECoG_conditional/denoised_fixed-transcript_cleaned/
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/scratch-local/schroderp.2352668/data/HP1_ECoG_conditional/denoised_fixed-transcript/dag7.npy
brain
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32
64
128
-
brain_encoder
false
/scratch-local/schroderp.2352668/exp/Uncond-PT-v8_h256_d36_T200_betaT0.02_uncond/checkpoint/250.pkl
HP1_ECoG_conditional/denoised_fixed-transcript/
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Crashed
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48m 35s
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hp1_ecog_conditional
16000
1000
200
0.0001
0.02
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128
512
512
12
1
36
1
256
256
false
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HP1_ECoG_conditional/denoised_fixed-transcript/
/home/passch/data/
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datasplits/HP1_ECoG_conditional/denoised_fixed-transcript_cleaned/
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/home/passch/data/HP1_ECoG_conditional/denoised_fixed-transcript/dag7.npy
brain
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-
32
64
128
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brain_encoder
false
/home/passch/exp/Uncond-PT-v8/checkpoint/250.pkl
HP1_ECoG_conditional/denoised_fixed-transcript/
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Finished
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2d 1h 37m 48s
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variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
true
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-
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VariaNTS/VariaNTS_words_16kHz_HP_synth_sameval_aug/
/scratch-local/schroderp.2284987/data/
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datasplits/VariaNTS/HP_synth_sameval_aug_90-10/
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brain
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false
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Finished
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5d 10h 52m 34s
VariaNTSWords-CC-v2
variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
12
10
50
0.0002
200
VariaNTS/VariaNTS_words_16kHz_HP_synth_sameval_aug/
/scratch-local/schroderp.1994814/data/
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datasplits/VariaNTS/HP_synth_sameval_aug_90-10/
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dag
class
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-
64
128
55
class_encoder
false
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-
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Crashed
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3d 2h 58m 49s
VariaNTSWords-CC-v2
variants
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
12
10
50
0.0002
150
VariaNTS/VariaNTS_words_16kHz_HP_synth_sameval_aug/
/scratch-local/schroderp.1988870/data/
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datasplits/VariaNTS/HP_synth_sameval_aug_90-10/
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dag
class
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64
128
55
class_encoder
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Crashed
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19h 58m 47s
VariaNTS-Brain-v1
variants_brain
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
12
5
10
0.0002
200
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-
/scratch-local/schroderp.1950854/data/HP1_EEG_conditional/denoised_fixed-transcript_cleaned/
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100
/scratch-local/schroderp.1950854/data/datasplits/VariaNTS/HP_synth_sameval_aug_cleaned_90-10/
/scratch-local/schroderp.1950854/data/HP1_EEG_conditional/denoised_fixed-transcript_cleaned/dag7.npy
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2
64
128
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Crashed
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7h 2m 2s
BrainConditional-v2
brain_conditional
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
8
20
10
0.00001
500
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-
-
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100
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/home/passch/data/hp1_eeg_conditional_denoised_focused/train/dag7.npy
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2
64
128
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/home/passch/exp/VariaNTSWords-v6/checkpoint/550.pkl
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Crashed
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3d 1h 48m 19s
BrainConditional-v1
brain_conditional
16000
1000
200
0.0001
0.02
-
128
512
512
12
1
36
1
256
256
false
8
40
10
0.0002
1640
-
-
-
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100
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/home/passch/data/hp1_eeg_conditional/train/dag7.npy
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2
64
128
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/home/passch/exp/VariaNTSWords-v6/checkpoint/550.pkl
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Finished
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0.0064261
9d 10h 33m 9s
VariaNTSWords-v6
variants
16000
16000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
12
5
80
0.0002
200
-
-
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Finished
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0.0059897
15h 53m 48s
VariaNTSWords-v5
variants
16000
16000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
12
5
80
0.0002
100
-
-
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Finished
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0.0070804
1d 8h 35m 20s
VariaNTSWords-v4-r2
variants
16000
16000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
12
5
80
0.0002
40
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-
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Crashed
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14h 59m 6s
VariaNTSWords-v3
variants
22050
22050
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
10
10
20
0.0002
260
-
-
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Crashed
- new loss to mask out silent values
- segment length increased to 40k (99th percentile)
- batch size down to 6 (otherwise out-of-memory error)
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13h 59m 26s
VariaNTSWords-v2
variants
44100
40000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
6
10
20
0.0002
260
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-
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Finished
Continued the 200 epoch run for another 70 epochs
0.0036208
3h 8m 31s
VariaNTSWords-v1
variants
44100
30000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
8
10
20
0.0002
70
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Finished
First run on the Snellius HPC using 200 epochs
- Run name: VariaNTS-v1
- Default DiffWave Hyperparameters
- 200 epochs
- Segment length at 30k, no ‘masking’ of silent portions
- Data: full data with 80-10-10 split
0.0035746
10h 25m 56s
VariaNTSWords-v1
variants
44100
30000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
8
10
20
0.0002
200
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-
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Finished
Test run on the Donders cluster
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2h 41m 39s
VariaNTS-testrun
variants
44100
30000
200
0.0001
0.02
wavenet
128
512
512
12
1
36
1
256
256
true
4
-
100
0.0002
-
-
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of 30